@incollection{NIPS2010_0033,
 title = {Universal Consistency of Multi-Class Support Vector Classification},
 author = {Tobias Glasmachers},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {739--747},
 year = {2010}
}
@incollection{NIPS2010_0059,
 title = {Generalized roof duality and bisubmodular functions},
 author = {Vladimir Kolmogorov},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1144--1152},
 year = {2010}
}
@incollection{NIPS2010_0060,
 title = {Extended Bayesian Information Criteria for Gaussian Graphical Models},
 author = {Rina Foygel and Mathias Drton},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {604--612},
 year = {2010}
}
@incollection{NIPS2010_0070,
 title = {Permutation Complexity Bound on Out-Sample Error},
 author = {Malik Magdon-Ismail},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1531--1539},
 year = {2010}
}
@incollection{NIPS2010_0071,
 title = {Construction of Dependent Dirichlet Processes based on Poisson Processes},
 author = {Dahua Lin and Eric Grimson and John Fisher},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1396--1404},
 year = {2010}
}
@incollection{NIPS2010_0075,
 title = {Gaussian sampling by local perturbations},
 author = {George Papandreou and Alan Yuille},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1858--1866},
 year = {2010}
}
@incollection{NIPS2010_0078,
 title = {Functional Geometry Alignment and Localization of Brain Areas},
 author = {Georg Langs and Yanmei Tie and Laura Rigolo and Alexandra Golby and Polina Golland},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1225--1233},
 year = {2010}
}
@incollection{NIPS2010_0080,
 title = {Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform},
 author = {Siwei Lyu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1522--1530},
 year = {2010}
}
@incollection{NIPS2010_0082,
 title = {Occlusion Detection and Motion Estimation with Convex Optimization},
 author = {Alper Ayvaci and Michalis Raptis and Stefano Soatto},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {100--108},
 year = {2010}
}
@incollection{NIPS2010_0087,
 title = {Accounting for network effects in neuronal responses using L1 regularized point process models},
 author = {Ryan Kelly and Matthew Smith and Robert Kass and Tai Sing Lee},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1099--1107},
 year = {2010}
}
@incollection{NIPS2010_0093,
 title = {Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach},
 author = {Alessandro Bergamo and Lorenzo Torresani},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {181--189},
 year = {2010}
}
@incollection{NIPS2010_0097,
 title = {A Discriminative Latent Model of Image Region and Object Tag Correspondence},
 author = {Yang Wang and Greg Mori},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2397--2405},
 year = {2010}
}
@incollection{NIPS2010_0104,
 title = {Learning from Candidate Labeling Sets},
 author = {Jie Luo and Francesco Orabona},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1504--1512},
 year = {2010}
}
@incollection{NIPS2010_0109,
 title = {Sparse Inverse Covariance Selection via Alternating Linearization Methods},
 author = {Katya Scheinberg and Shiqian Ma and Donald Goldfarb},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2101--2109},
 year = {2010}
}
@incollection{NIPS2010_0113,
 title = {Random Projections for $k$-means Clustering},
 author = {Christos Boutsidis and Anastasios Zouzias and Petros Drineas},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {298--306},
 year = {2010}
}
@incollection{NIPS2010_0115,
 title = {Beyond Actions: Discriminative Models for Contextual Group Activities},
 author = {Tian Lan and Yang Wang and Weilong Yang and Greg Mori},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1216--1224},
 year = {2010}
}
@incollection{NIPS2010_0117,
 title = {Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models},
 author = {Congcong Li and Adarsh Kowdle and Ashutosh Saxena and Tsuhan Chen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1351--1359},
 year = {2010}
}
@incollection{NIPS2010_0120,
 title = {Large-Scale Matrix Factorization with Missing Data under Additional Constraints},
 author = {Kaushik Mitra and Sameer Sheorey and Rama Chellappa},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1651--1659},
 year = {2010}
}
@incollection{NIPS2010_0122,
 title = {Segmentation as Maximum-Weight Independent Set},
 author = {William Brendel and Sinisa Todorovic},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {307--315},
 year = {2010}
}
@incollection{NIPS2010_0124,
 title = {Two-Layer Generalization Analysis for Ranking Using Rademacher Average},
 author = {Wei Chen and Tie-Yan Liu and Zhi-Ming Ma},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {370--378},
 year = {2010}
}
@incollection{NIPS2010_0125,
 title = {Random Projection Trees Revisited},
 author = {aman Dhesi and Purushottam Kar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {496--504},
 year = {2010}
}
@incollection{NIPS2010_0136,
 title = {Learning to localise sounds with spiking neural networks},
 author = {Dan Goodman and Romain Brette},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {784--792},
 year = {2010}
}
@incollection{NIPS2010_0146,
 title = {Tree-Structured Stick Breaking for Hierarchical Data},
 author = {Ryan Adams and Zoubin Ghahramani and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {19--27},
 year = {2010}
}
@incollection{NIPS2010_0151,
 title = {Feature Construction for Inverse Reinforcement Learning},
 author = {Sergey Levine and Zoran Popovic and Vladlen Koltun},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1342--1350},
 year = {2010}
}
@incollection{NIPS2010_0152,
 title = {Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures},
 author = {Kamiya Motwani and Nagesh Adluru and Chris Hinrichs and andrew Alexander and Vikas Singh},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1696--1704},
 year = {2010}
}
@incollection{NIPS2010_0155,
 title = {Copula Bayesian Networks},
 author = {Gal Elidan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {559--567},
 year = {2010}
}
@incollection{NIPS2010_0158,
 title = {Transduction with Matrix Completion: Three Birds with One Stone},
 author = {Andrew Goldberg and Xiaojin (Jerry) Zhu and Ben Recht and Junming Xu and Rob Nowak},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {757--765},
 year = {2010}
}
@incollection{NIPS2010_0159,
 title = {Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification},
 author = {Li-Jia Li and Hao Su and Eric Xing and Li Fei-Fei},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1378--1386},
 year = {2010}
}
@incollection{NIPS2010_0160,
 title = {Phone Recognition with the Mean-Covariance Restricted Boltzmann Machine},
 author = {George Dahl and Marc'Aurelio Ranzato and Abdel-rahman Mohamed and Geoffrey Hinton},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {469--477},
 year = {2010}
}
@incollection{NIPS2010_0177,
 title = {t-logistic regression},
 author = {Nan Ding and S.V.N. Vishwanathan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {514--522},
 year = {2010}
}
@incollection{NIPS2010_0184,
 title = {Fast Large-scale Mixture Modeling with Component-specific Data Partitions},
 author = {Bo Thiesson and Chong Wang},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2289--2297},
 year = {2010}
}
@incollection{NIPS2010_0185,
 title = {Spatial and anatomical regularization of SVM for brain image analysis},
 author = {Remi Cuingnet and Marie Chupin and Habib Benali and Olivier Colliot},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {460--468},
 year = {2010}
}
@incollection{NIPS2010_0191,
 title = {Switching state space model for simultaneously estimating state transitions and nonstationary firing rates},
 author = {Ken Takiyama and Masato Okada},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2271--2279},
 year = {2010}
}
@incollection{NIPS2010_0206,
 title = {Layer-wise analysis of deep networks with Gaussian kernels},
 author = {Gr\'{e}goire Montavon and Mikio Braun and Klaus-Robert M\"{u}ller},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1678--1686},
 year = {2010}
}
@incollection{NIPS2010_0208,
 title = {Double Q-learning},
 author = {Hado van Hasselt},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2613--2621},
 year = {2010}
}
@incollection{NIPS2010_0210,
 title = {Identifying Patients at Risk of Major Adverse Cardiovascular Events Using Symbolic Mismatch},
 author = {Zeeshan Syed and John Guttag},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2262--2270},
 year = {2010}
}
@incollection{NIPS2010_0223,
 title = {Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation},
 author = {Mathieu Salzmann and Raquel Urtasun},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2065--2073},
 year = {2010}
}
@incollection{NIPS2010_0226,
 title = {Online Classification with Specificity Constraints},
 author = {Andrey Bernstein and Shie Mannor and Nahum Shimkin},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {190--198},
 year = {2010}
}
@incollection{NIPS2010_0227,
 title = {Exact inference and learning for cumulative distribution functions on loopy graphs},
 author = {Jim Huang and Nebojsa Jojic and Chris Meek},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {874--882},
 year = {2010}
}
@incollection{NIPS2010_0231,
 title = {Tight Sample Complexity of Large-Margin Learning},
 author = {Sivan Sabato and Nathan Srebro and Naftali Tishby},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2038--2046},
 year = {2010}
}
@incollection{NIPS2010_0234,
 title = {(RF)^2 -- Random Forest Random Field},
 author = {Nadia Payet and Sinisa Todorovic},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1885--1893},
 year = {2010}
}
@incollection{NIPS2010_0235,
 title = {Estimation of Renyi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs},
 author = {David Pal and Barnabas Poczos and Csaba Szepesvari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1849--1857},
 year = {2010}
}
@incollection{NIPS2010_0243,
 title = {Variational Inference over Combinatorial Spaces},
 author = {Alexandre Bouchard-Cote and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {280--288},
 year = {2010}
}
@incollection{NIPS2010_0251,
 title = {Distributionally Robust Markov Decision Processes},
 author = {Huan Xu and Shie Mannor},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2505--2513},
 year = {2010}
}
@incollection{NIPS2010_0252,
 title = {Decomposing Isotonic Regression for Efficiently Solving Large Problems},
 author = {Ronny Luss and Saharon Rosset and Moni Shahar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1513--1521},
 year = {2010}
}
@incollection{NIPS2010_0266,
 title = {Layered image motion with explicit occlusions, temporal consistency, and depth ordering},
 author = {Deqing Sun and Erik Sudderth and Michael Black},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2226--2234},
 year = {2010}
}
@incollection{NIPS2010_0268,
 title = {Multivariate Dyadic Regression Trees for Sparse Learning Problems},
 author = {Han Liu and Xi Chen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1441--1449},
 year = {2010}
}
@incollection{NIPS2010_0269,
 title = {Label Embedding Trees for Large Multi-Class Tasks},
 author = {Samy Bengio and Jason Weston and David Grangier},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {163--171},
 year = {2010}
}
@incollection{NIPS2010_0270,
 title = {Over-complete representations on recurrent neural networks can support persistent percepts},
 author = {Shaul Druckmann and Dmitri Chklovskii},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {541--549},
 year = {2010}
}
@incollection{NIPS2010_0277,
 title = {Feature Transitions with Saccadic Search: Size, Color, and Orientation Are Not Alike},
 author = {Stella Yu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2523--2531},
 year = {2010}
}
@incollection{NIPS2010_0289,
 title = {Probabilistic Multi-Task Feature Selection},
 author = {Yu Zhang and Dit-Yan Yeung and Qian Xu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2559--2567},
 year = {2010}
}
@incollection{NIPS2010_0300,
 title = {Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings},
 author = {Hai-Son Le and Ziv Bar-Joseph},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1270--1278},
 year = {2010}
}
@incollection{NIPS2010_0306,
 title = {Robust Clustering as Ensembles of Affinity Relations},
 author = {Hairong Liu and Longin Jan Latecki and Shuicheng Yan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1414--1422},
 year = {2010}
}
@incollection{NIPS2010_0309,
 title = {Learning via Gaussian Herding},
 author = {Koby Crammer and Daniel Lee},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {451--459},
 year = {2010}
}
@incollection{NIPS2010_0318,
 title = {Dynamic Infinite Relational Model for Time-varying Relational Data Analysis},
 author = {Katsuhiko Ishiguro and Tomoharu Iwata and Naonori Ueda and Joshua Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {919--927},
 year = {2010}
}
@incollection{NIPS2010_0322,
 title = {Gated Softmax Classification},
 author = {Roland Memisevic and Christopher Zach and Geoffrey Hinton and Marc Pollefeys},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1603--1611},
 year = {2010}
}
@incollection{NIPS2010_0330,
 title = {Learning To Count Objects in Images},
 author = {Victor Lempitsky and Andrew Zisserman},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1324--1332},
 year = {2010}
}
@incollection{NIPS2010_0331,
 title = {Simultaneous Object Detection and Ranking with Weak Supervision},
 author = {Matthew Blaschko and Andrea Vedaldi and Andrew Zisserman},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {235--243},
 year = {2010}
}
@incollection{NIPS2010_0338,
 title = {Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices},
 author = {Yi Sun and Faustino Gomez and Juergen Schmidhuber},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2235--2243},
 year = {2010}
}
@incollection{NIPS2010_0348,
 title = {Generative Local Metric Learning for Nearest Neighbor Classification},
 author = {Yung-Kyun Noh and Byoung-Tak Zhang and Daniel Lee},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1822--1830},
 year = {2010}
}
@incollection{NIPS2010_0354,
 title = {A New Probabilistic Model for Rank Aggregation},
 author = {Tao Qin and Xiubo Geng and Tie-Yan Liu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1948--1956},
 year = {2010}
}
@incollection{NIPS2010_0356,
 title = {Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework},
 author = {Hongbo Zhou and Qiang Cheng},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2577--2585},
 year = {2010}
}
@incollection{NIPS2010_0363,
 title = {Agnostic Active Learning Without Constraints},
 author = {Alina Beygelzimer and Daniel Hsu and John Langford and Zhang Tong},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {199--207},
 year = {2010}
}
@incollection{NIPS2010_0367,
 title = {Learning Kernels with Radiuses of Minimum Enclosing Balls},
 author = {Kun Gai and Guangyun Chen and Changshui Zhang},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {649--657},
 year = {2010}
}
@incollection{NIPS2010_0369,
 title = {Why are some word orders more common than others? A uniform information density account},
 author = {Luke Maurits and Dan Navarro and Amy Perfors},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1585--1593},
 year = {2010}
}
@incollection{NIPS2010_0385,
 title = {A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction},
 author = {Tamir Hazan and Raquel Urtasun},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {838--846},
 year = {2010}
}
@incollection{NIPS2010_0386,
 title = {Large Margin Learning of Upstream Scene Understanding Models},
 author = {Jun Zhu and Li-Jia Li and Li Fei-Fei and Eric Xing},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2586--2594},
 year = {2010}
}
@incollection{NIPS2010_0390,
 title = {Multiple Kernel Learning and the SMO Algorithm},
 author = {S.V.N. Vishwanathan and Zhaonan sun and Nawanol Ampornpunt and Manik Varma},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2361--2369},
 year = {2010}
}
@incollection{NIPS2010_0403,
 title = {Sparse Coding for Learning Interpretable Spatio-Temporal Primitives},
 author = {Taehwan Kim and Gregory Shakhnarovich and Raquel Urtasun},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1117--1125},
 year = {2010}
}
@incollection{NIPS2010_0408,
 title = {Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers},
 author = {Manas Pathak and Shantanu Rane and Bhiksha Raj},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1876--1884},
 year = {2010}
}
@incollection{NIPS2010_0411,
 title = {MAP estimation in Binary MRFs via Bipartite Multi-cuts},
 author = {Sashank Jakkam Reddi and Sunita Sarawagi and Sundar Vishwanathan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {955--963},
 year = {2010}
}
@incollection{NIPS2010_0417,
 title = {Joint Analysis of Time-Evolving Binary Matrices and Associated Documents},
 author = {Eric Wang and Dehong Liu and Jorge Silva and David Dunson and Lawrence Carin},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2370--2378},
 year = {2010}
}
@incollection{NIPS2010_0421,
 title = {Variable margin losses for classifier design},
 author = {Hamed Masnadi-Shirazi and Nuno Vasconcelos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1576--1584},
 year = {2010}
}
@incollection{NIPS2010_0423,
 title = {Distributed Dual Averaging In Networks},
 author = {John Duchi and Alekh Agarwal and Martin Wainwright},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {550--558},
 year = {2010}
}
@incollection{NIPS2010_0425,
 title = {A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model},
 author = {Sebastian Millner and Andreas Gr\"{u}bl and Karlheinz Meier and Johannes Schemmel and Marc-Olivier Schwartz},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1642--1650},
 year = {2010}
}
@incollection{NIPS2010_0426,
 title = {Implicit Differentiation by Perturbation},
 author = {Justin Domke},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {523--531},
 year = {2010}
}
@incollection{NIPS2010_0427,
 title = {Supervised Clustering},
 author = {Pranjal Awasthi and Reza Bosagh Zadeh},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {91--99},
 year = {2010}
}
@incollection{NIPS2010_0431,
 title = {PAC-Bayesian Model Selection for Reinforcement Learning},
 author = {Mahdi Milani Fard and Joelle Pineau},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1624--1632},
 year = {2010}
}
@incollection{NIPS2010_0433,
 title = {On Herding and the Perceptron Cycling Theorem},
 author = {Andrew Gelfand and Yutian Chen and Laurens van der Maaten and Max Welling},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {694--702},
 year = {2010}
}
@incollection{NIPS2010_0434,
 title = {Factorized Latent Spaces with Structured Sparsity},
 author = {Yangqing Jia and Mathieu Salzmann and Trevor Darrell},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {982--990},
 year = {2010}
}
@incollection{NIPS2010_0437,
 title = {Learning invariant features using the Transformed Indian Buffet Process},
 author = {Joseph Austerweil and Tom Griffiths},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {82--90},
 year = {2010}
}
@incollection{NIPS2010_0441,
 title = {Using body-anchored priors for identifying actions in single images},
 author = {Leonid Karlinsky and Michael Dinerstein and Shimon Ullman},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1072--1080},
 year = {2010}
}
@incollection{NIPS2010_0443,
 title = {Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains},
 author = {Martha White and Adam White},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2433--2441},
 year = {2010}
}
@incollection{NIPS2010_0444,
 title = {Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets},
 author = {Paolo Viappiani and Craig Boutilier},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2352--2360},
 year = {2010}
}
@incollection{NIPS2010_0445,
 title = {Worst-case bounds on the quality of max-product fixed-points},
 author = {MERITXELL VINYALS and Jes\'{u}s Cerquides and Alessandro Farinelli and Juan Antonio Rodr\'{\i}guez-Aguilar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2325--2333},
 year = {2010}
}
@incollection{NIPS2010_0455,
 title = {Graph-Valued Regression},
 author = {Han Liu and Xi Chen and John Lafferty and Larry Wasserman},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1423--1431},
 year = {2010}
}
@incollection{NIPS2010_0457,
 title = {Discriminative Clustering by Regularized Information Maximization},
 author = {Ryan Gomes and Andreas Krause and Pietro Perona},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {775--783},
 year = {2010}
}
@incollection{NIPS2010_0462,
 title = {Learning Multiple Tasks with a Sparse Matrix-Normal Penalty},
 author = {Yi Zhang and Jeff Schneider},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2550--2558},
 year = {2010}
}
@incollection{NIPS2010_0471,
 title = {Predictive Subspace Learning for Multi-view Data: a Large Margin Approach},
 author = {Ning Chen and Jun Zhu and Eric Xing},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {361--369},
 year = {2010}
}
@incollection{NIPS2010_0480,
 title = {Efficient Minimization of Decomposable Submodular Functions},
 author = {Peter Stobbe and Andreas Krause},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2208--2216},
 year = {2010}
}
@incollection{NIPS2010_0483,
 title = {Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable},
 author = {Lauren Hannah and Warren Powell and David Blei},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {820--828},
 year = {2010}
}
@incollection{NIPS2010_0486,
 title = {Attractor Dynamics with Synaptic Depression},
 author = {C. C. Alan Fung and K. Y. Michael Wong and He Wang and Si Wu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {640--648},
 year = {2010}
}
@incollection{NIPS2010_0490,
 title = {A Novel Kernel for Learning a Neuron Model from Spike Train Data},
 author = {Nicholas Fisher and Arunava Banerjee},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {595--603},
 year = {2010}
}
@incollection{NIPS2010_0495,
 title = {Identifying Dendritic Processing},
 author = {Aurel A. Lazar and Yevgeniy Slutskiy},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1261--1269},
 year = {2010}
}
@incollection{NIPS2010_0496,
 title = {Rates of convergence for the cluster tree},
 author = {Kamalika Chaudhuri and Sanjoy Dasgupta},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {343--351},
 year = {2010}
}
@incollection{NIPS2010_0499,
 title = {Adaptive Multi-Task Lasso: with Application to eQTL Detection},
 author = {Seunghak Lee and Jun Zhu and Eric Xing},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1306--1314},
 year = {2010}
}
@incollection{NIPS2010_0507,
 title = {Group Sparse Coding with a Laplacian Scale Mixture Prior},
 author = {Pierre Garrigues and Bruno Olshausen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {676--684},
 year = {2010}
}
@incollection{NIPS2010_0509,
 title = {Mixture of time-warped trajectory models for movement decoding},
 author = {Elaine Corbett and Eric Perreault and Konrad Koerding},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {433--441},
 year = {2010}
}
@incollection{NIPS2010_0510,
 title = {Large Margin Multi-Task Metric Learning},
 author = {Shibin Parameswaran and Kilian Weinberger},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1867--1875},
 year = {2010}
}
@incollection{NIPS2010_0513,
 title = {Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations},
 author = {Danial Lashkari and Ramesh Sridharan and Polina Golland},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1252--1260},
 year = {2010}
}
@incollection{NIPS2010_0515,
 title = {Decoding Ipsilateral Finger Movements from ECoG Signals in Humans},
 author = {Yuzong Liu and Mohit Sharma and Charles Gaona and Jonathan Breshears and jarod Roland and Zachary Freudenburg and Kilian Weinberger and Eric Leuthardt},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1468--1476},
 year = {2010}
}
@incollection{NIPS2010_0518,
 title = {Learning the context of a category},
 author = {Dan Navarro},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1795--1803},
 year = {2010}
}
@incollection{NIPS2010_0525,
 title = {Policy gradients in linearly-solvable MDPs},
 author = {Emanuel Todorov},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2298--2306},
 year = {2010}
}
@incollection{NIPS2010_0530,
 title = {Synergies in learning words and their referents},
 author = {Mark Johnson and Katherine Demuth and Michael Frank and Bevan Jones},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1018--1026},
 year = {2010}
}
@incollection{NIPS2010_0535,
 title = {Lifted Inference Seen from the Other Side : The Tractable Features},
 author = {Abhay Jha and Vibhav Gogate and Alexandra Meliou and Dan Suciu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {973--981},
 year = {2010}
}
@incollection{NIPS2010_0538,
 title = {A Log-Domain Implementation of the Diffusion Network in Very Large Scale Integration},
 author = {Yi-Da Wu and Shi-Jie Lin and Hsin Chen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2487--2495},
 year = {2010}
}
@incollection{NIPS2010_0549,
 title = {Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles},
 author = {Kaiming Li and Lei Guo and Carlos Faraco and Dajiang Zhu and Fan Deng and Tuo Zhang and Xi Jiang and Degang Zhang and Hanbo Chen and Xintao Hu and Steve Miller and tianming Liu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1369--1377},
 year = {2010}
}
@incollection{NIPS2010_0550,
 title = {Tiled convolutional neural networks},
 author = {Quoc Le and Jiquan Ngiam and Zhenghao Chen and Daniel Jin hao Chia and Pang Wei Koh and Andrew Ng},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1279--1287},
 year = {2010}
}
@incollection{NIPS2010_0556,
 title = {Effects of Synaptic Weight Diffusion  on Learning in Decision Making Networks},
 author = {Kentaro Katahira and Kazuo Okanoya and Masato Okada},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1081--1089},
 year = {2010}
}
@incollection{NIPS2010_0562,
 title = {Worst-Case Linear Discriminant Analysis},
 author = {Yu Zhang and Dit-Yan Yeung},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2568--2576},
 year = {2010}
}
@incollection{NIPS2010_0566,
 title = {Word Features for Latent Dirichlet Allocation},
 author = {James Petterson and Alexander Smola and Tiberio Caetano and Wray Buntine and Shravan Narayanamurthy},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1921--1929},
 year = {2010}
}
@incollection{NIPS2010_0573,
 title = {Multi-Stage Dantzig Selector},
 author = {Ji Liu and Peter Wonka and Jieping Ye},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1450--1458},
 year = {2010}
}
@incollection{NIPS2010_0575,
 title = {Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors},
 author = {Alessandro Chiuso and Gianluigi Pillonetto},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {397--405},
 year = {2010}
}
@incollection{NIPS2010_0577,
 title = {The Multidimensional Wisdom of Crowds},
 author = {Peter Welinder and Steve Branson and Serge Belongie and Pietro Perona},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2424--2432},
 year = {2010}
}
@incollection{NIPS2010_0582,
 title = {Gaussian Process Preference Elicitation},
 author = {Edwin Bonilla and Shengbo Guo and Scott Sanner},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {262--270},
 year = {2010}
}
@incollection{NIPS2010_0590,
 title = {Evaluating neuronal codes for inference using Fisher information},
 author = {Haefner Ralf and Matthias Bethge},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1993--2001},
 year = {2010}
}
@incollection{NIPS2010_0594,
 title = {Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces},
 author = {David Lee and Abhinav Gupta and Martial Hebert and Takeo Kanade},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1288--1296},
 year = {2010}
}
@incollection{NIPS2010_0600,
 title = {Moreau-Yosida Regularization for Grouped Tree Structure Learning},
 author = {Jun Liu and Jieping Ye},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1459--1467},
 year = {2010}
}
@incollection{NIPS2010_0601,
 title = {Optimal learning rates for Kernel Conjugate Gradient regression},
 author = {Gilles Blanchard and Nicole Kr\"{a}mer},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {226--234},
 year = {2010}
}
@incollection{NIPS2010_0603,
 title = {Inductive Regularized Learning of Kernel Functions},
 author = {Prateek Jain and Brian Kulis and Inderjit Dhillon},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {946--954},
 year = {2010}
}
@incollection{NIPS2010_0606,
 title = {Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks},
 author = {Atsushi Miyamae and Yuichi Nagata and Isao Ono and Shigenobu Kobayashi},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1660--1668},
 year = {2010}
}
@incollection{NIPS2010_0609,
 title = {Active Estimation of F-Measures},
 author = {Christoph Sawade and Niels Landwehr and Tobias Scheffer},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2083--2091},
 year = {2010}
}
@incollection{NIPS2010_0613,
 title = {Active Instance Sampling via Matrix Partition},
 author = {Yuhong Guo},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {802--810},
 year = {2010}
}
@incollection{NIPS2010_0638,
 title = {Optimal Web-Scale Tiering as a Flow Problem},
 author = {Gilbert Leung and Novi Quadrianto and Alexander Smola and Kostas Tsioutsiouliklis},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1333--1341},
 year = {2010}
}
@incollection{NIPS2010_0646,
 title = {Boosting Classifier Cascades},
 author = {Mohammad Saberian and Nuno Vasconcelos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2047--2055},
 year = {2010}
}
@incollection{NIPS2010_0650,
 title = {A Family of Penalty Functions for Structured Sparsity},
 author = {Charles Micchelli and Jean Morales and Massi Pontil},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1612--1623},
 year = {2010}
}
@incollection{NIPS2010_0662,
 title = {Reverse Multi-Label Learning},
 author = {James Petterson and Tiberio Caetano},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1912--1920},
 year = {2010}
}
@incollection{NIPS2010_0667,
 title = {An Approximate Inference Approach to Temporal Optimization in Optimal Control},
 author = {Konrad Rawlik and Marc Toussaint and Sethu Vijayakumar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2011--2019},
 year = {2010}
}
@incollection{NIPS2010_0671,
 title = {Extensions of Generalized Binary Search to Group Identification and Exponential Costs},
 author = {Gowtham Bellala and Suresh Bhavnani and Clayton Scott},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {154--162},
 year = {2010}
}
@incollection{NIPS2010_0678,
 title = {Practical Large-Scale Optimization for Max-norm Regularization},
 author = {Jason Lee and Ben Recht and Ruslan Salakhutdinov and Nathan Srebro and Joel Tropp},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1297--1305},
 year = {2010}
}
@incollection{NIPS2010_0682,
 title = {Guaranteed Rank Minimization via Singular Value Projection},
 author = {Prateek Jain and Raghu Meka and Inderjit Dhillon},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {937--945},
 year = {2010}
}
@incollection{NIPS2010_0684,
 title = {Semi-Supervised Learning with Adversarially  Missing Label Information},
 author = {Umar Syed and Ben Taskar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2244--2252},
 year = {2010}
}
@incollection{NIPS2010_0687,
 title = {Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake},
 author = {Stefan Harmeling and Hirsch Michael and Bernhard Schoelkopf},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {829--837},
 year = {2010}
}
@incollection{NIPS2010_0694,
 title = {Active Learning by Querying Informative and Representative Examples},
 author = {Sheng-Jun Huang and Rong Jin and Zhi-Hua Zhou},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {892--900},
 year = {2010}
}
@incollection{NIPS2010_0697,
 title = {The Neural Costs of Optimal Control},
 author = {Samuel Gershman and Robert Wilson},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {712--720},
 year = {2010}
}
@incollection{NIPS2010_0715,
 title = {Learning Networks of Stochastic Differential Equations},
 author = {Jos\'{e} Bento Ayres Pereira and Morteza Ibrahimi and Andrea Montanari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {172--180},
 year = {2010}
}
@incollection{NIPS2010_0731,
 title = {Learning Bounds for Importance Weighting},
 author = {Corinna Cortes and Yishay Mansour and Mehryar Mohri},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {442--450},
 year = {2010}
}
@incollection{NIPS2010_0734,
 title = {Inference with Multivariate Heavy-Tails in Linear Models},
 author = {Danny Bickson and Carlos Guestrin},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {208--216},
 year = {2010}
}
@incollection{NIPS2010_0740,
 title = {Monte-Carlo Planning in Large POMDPs},
 author = {David Silver and Joel Veness},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2164--2172},
 year = {2010}
}
@incollection{NIPS2010_0743,
 title = {A Reduction from Apprenticeship Learning to Classification},
 author = {Umar Syed and Robert Schapire},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2253--2261},
 year = {2010}
}
@incollection{NIPS2010_0745,
 title = {Feature Set Embedding for Incomplete Data},
 author = {David Grangier and Iain Melvin},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {793--801},
 year = {2010}
}
@incollection{NIPS2010_0747,
 title = {Heavy-Tailed Process Priors for Selective Shrinkage},
 author = {Fabian Wauthier and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2406--2414},
 year = {2010}
}
@incollection{NIPS2010_0751,
 title = {A novel family of non-parametric cumulative based divergences for point processes},
 author = {Sohan Seth and Park Il and Austin Brockmeier and Mulugeta Semework and John Choi and Joseph Francis and Jose Principe},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2119--2127},
 year = {2010}
}
@incollection{NIPS2010_0752,
 title = {Static Analysis of Binary Executables Using Structural SVMs},
 author = {Nikos Karampatziakis},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1063--1071},
 year = {2010}
}
@incollection{NIPS2010_0753,
 title = {The Maximal Causes of Natural Scenes are Edge Filters},
 author = {Jose Puertas and Jorg Bornschein and Jorg Lucke},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1939--1947},
 year = {2010}
}
@incollection{NIPS2010_0755,
 title = {Avoiding False Positive in Multi-Instance Learning},
 author = {Yanjun Han and Qing Tao and Jue Wang},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {811--819},
 year = {2010}
}
@incollection{NIPS2010_0757,
 title = {Hashing Hyperplane Queries to Near Points  with Applications to Large-Scale Active Learning},
 author = {Prateek Jain and Sudheendra Vijayanarasimhan and Kristen Grauman},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {928--936},
 year = {2010}
}
@incollection{NIPS2010_0758,
 title = {Efficient Relational Learning with Hidden Variable Detection},
 author = {Ni Lao and Jun Zhu and Liu Xinwang and Yandong Liu and William Cohen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1234--1242},
 year = {2010}
}
@incollection{NIPS2010_0760,
 title = {Phoneme Recognition with Large Hierarchical Reservoirs},
 author = {Fabian Triefenbach and Azarakhsh Jalalvand and Benjamin Schrauwen and Jean-Pierre Martens},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2307--2315},
 year = {2010}
}
@incollection{NIPS2010_0764,
 title = {Causal discovery in multiple models from different experiments},
 author = {Tom Claassen and Tom Heskes},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {415--423},
 year = {2010}
}
@incollection{NIPS2010_0767,
 title = {Rescaling, thinning or complementing? On goodness-of-fit procedures for point process models and Generalized Linear Models},
 author = {Felipe Gerhard and Wulfram Gerstner},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {703--711},
 year = {2010}
}
@incollection{NIPS2010_0772,
 title = {Self-Paced Learning for Latent Variable Models},
 author = {M. Pawan Kumar and Benjamin Packer and Daphne Koller},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1189--1197},
 year = {2010}
}
@incollection{NIPS2010_0775,
 title = {Learning from Logged Implicit Exploration Data},
 author = {Alex Strehl and John Langford and Lihong Li and Sham Kakade},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2217--2225},
 year = {2010}
}
@incollection{NIPS2010_0776,
 title = {A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups},
 author = {sofia mosci and Silvia Villa and Alessandro Verri and Lorenzo Rosasco},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2604--2612},
 year = {2010}
}
@incollection{NIPS2010_0779,
 title = {Collaborative Filtering in a Non-Uniform World: Learning  with the Weighted Trace Norm},
 author = {Ruslan Salakhutdinov and Nathan Srebro},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2056--2064},
 year = {2010}
}
@incollection{NIPS2010_0780,
 title = {LSTD with Random Projections},
 author = {Mohammad Ghavamzadeh and Alessandro Lazaric and Odalric Maillard and Remi Munos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {721--729},
 year = {2010}
}
@incollection{NIPS2010_0781,
 title = {Spectral Regularization  for  Support Estimation},
 author = {Ernesto De Vito and Lorenzo Rosasco and alessandro toigo},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {487--495},
 year = {2010}
}
@incollection{NIPS2010_0784,
 title = {Copula Processes},
 author = {Andrew Wilson and Zoubin Ghahramani},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2460--2468},
 year = {2010}
}
@incollection{NIPS2010_0787,
 title = {Multi-View Active Learning in the Non-Realizable Case},
 author = {Wei Wang and Zhi-Hua Zhou},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2388--2396},
 year = {2010}
}
@incollection{NIPS2010_0789,
 title = {A POMDP Extension with Belief-dependent Rewards},
 author = {Mauricio Araya and Olivier Buffet and Vincent Thomas and Fran\c{c}ois Charpillet},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {64--72},
 year = {2010}
}
@incollection{NIPS2010_0790,
 title = {Fractionally Predictive Spiking Neurons},
 author = {Sander Bohte and Jaldert Rombouts},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {253--261},
 year = {2010}
}
@incollection{NIPS2010_0791,
 title = {Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions},
 author = {Achintya Kundu and vikram Tankasali and Chiranjib Bhattacharyya and Aharon Ben-Tal},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1198--1206},
 year = {2010}
}
@incollection{NIPS2010_0796,
 title = {On a Connection between Importance Sampling and the Likelihood Ratio   Policy Gradient},
 author = {Tang Jie and Pieter Abbeel},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1000--1008},
 year = {2010}
}
@incollection{NIPS2010_0800,
 title = {Deterministic Single-Pass Algorithm for LDA},
 author = {Issei Sato and Kenichi Kurihara and Hiroshi Nakagawa},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2074--2082},
 year = {2010}
}
@incollection{NIPS2010_0803,
 title = {Empirical Risk Minimization with Approximations of Probabilistic Grammars},
 author = {Shay Cohen and Noah Smith},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {424--432},
 year = {2010}
}
@incollection{NIPS2010_0805,
 title = {Penalized Principal Component Regression on Graphs for Analysis of Subnetworks},
 author = {Ali Shojaie and George Michailidis},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2155--2163},
 year = {2010}
}
@incollection{NIPS2010_0809,
 title = {More data means less inference: A pseudo-max approach to structured learning},
 author = {David Sontag and Ofer Meshi and Tommi Jaakkola and Amir Globerson},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2181--2189},
 year = {2010}
}
@incollection{NIPS2010_0812,
 title = {Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks},
 author = {Dirk Husmeier and Frank Dondelinger and Sophie Lebre},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {901--909},
 year = {2010}
}
@incollection{NIPS2010_0821,
 title = {Kernel Descriptors for Visual Recognition},
 author = {Liefeng Bo and Xiaofeng Ren and Dieter Fox},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {244--252},
 year = {2010}
}
@incollection{NIPS2010_0822,
 title = {Unsupervised Kernel Dimension Reduction},
 author = {Meihong Wang and Fei Sha and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2379--2387},
 year = {2010}
}
@incollection{NIPS2010_0823,
 title = {Scrambled Objects for Least-Squares Regression},
 author = {Odalric Maillard and Remi Munos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1549--1557},
 year = {2010}
}
@incollection{NIPS2010_0824,
 title = {Learning to combine foveal glimpses with a third-order Boltzmann machine},
 author = {Hugo Larochelle and Geoffrey Hinton},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1243--1251},
 year = {2010}
}
@incollection{NIPS2010_0828,
 title = {Parametric Bandits: The Generalized Linear Case},
 author = {Sarah Filippi and Olivier Cappe and Aur\'{e}lien Garivier and Csaba Szepesvari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {586--594},
 year = {2010}
}
@incollection{NIPS2010_0834,
 title = {Stability Approach to Regularization Selection (StARS) for High  Dimensional Graphical Models},
 author = {Han Liu and Kathryn Roeder and Larry Wasserman},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1432--1440},
 year = {2010}
}
@incollection{NIPS2010_0835,
 title = {Slice sampling covariance hyperparameters of latent Gaussian models},
 author = {Iain Murray and Ryan Adams},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1732--1740},
 year = {2010}
}
@incollection{NIPS2010_0847,
 title = {Functional form of motion priors in human motion perception},
 author = {Hongjing Lu and Tungyou Lin and Alan Lee and Luminita Vese and Alan Yuille},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1495--1503},
 year = {2010}
}
@incollection{NIPS2010_0849,
 title = {Robust PCA via Outlier Pursuit},
 author = {Huan Xu and Constantine Caramanis and Sujay Sanghavi},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2496--2504},
 year = {2010}
}
@incollection{NIPS2010_0853,
 title = {Multitask Learning without Label Correspondences},
 author = {Novi Quadrianto and Alexander Smola and Tiberio Caetano and S.V.N. Vishwanathan and James Petterson},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1957--1965},
 year = {2010}
}
@incollection{NIPS2010_0855,
 title = {Approximate Inference by Compilation to Arithmetic Circuits},
 author = {Daniel Lowd and Pedro Domingos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1477--1485},
 year = {2010}
}
@incollection{NIPS2010_0856,
 title = {A biologically plausible network for the computation of orientation dominance},
 author = {Kritika Muralidharan and Nuno Vasconcelos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1723--1731},
 year = {2010}
}
@incollection{NIPS2010_0857,
 title = {Bayesian Action-Graph Games},
 author = {Albert Xin Jiang and Kevin Leyton-Brown},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {991--999},
 year = {2010}
}
@incollection{NIPS2010_0859,
 title = {Variational bounds for mixed-data factor analysis},
 author = {Mohammad Emtiyaz Khan and Benjamin Marlin and Guillaume Bouchard and Kevin Murphy},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1108--1116},
 year = {2010}
}
@incollection{NIPS2010_0861,
 title = {Implicit encoding of prior probabilities in optimal neural populations},
 author = {Deep Ganguli and Eero Simoncelli},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {658--666},
 year = {2010}
}
@incollection{NIPS2010_0863,
 title = {Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics},
 author = {Kanaka Rajan and L Abbott and Haim Sompolinsky},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1975--1983},
 year = {2010}
}
@incollection{NIPS2010_0866,
 title = {Direct Loss Minimization for Structured Prediction},
 author = {David McAllester and Tamir Hazan and Joseph Keshet},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1594--1602},
 year = {2010}
}
@incollection{NIPS2010_0871,
 title = {Random Walk Approach to Regret Minimization},
 author = {Hariharan Narayanan and Alexander Rakhlin},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1777--1785},
 year = {2010}
}
@incollection{NIPS2010_0875,
 title = {Structured sparsity-inducing norms through submodular functions},
 author = {Francis Bach},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {118--126},
 year = {2010}
}
@incollection{NIPS2010_0880,
 title = {Structured Determinantal Point Processes},
 author = {Alex Kulesza and Ben Taskar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1171--1179},
 year = {2010}
}
@incollection{NIPS2010_0886,
 title = {Movement extraction by detecting dynamics switches and repetitions},
 author = {Silvia Chiappa and Jan Peters},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {388--396},
 year = {2010}
}
@incollection{NIPS2010_0889,
 title = {A Computational Decision Theory for Interactive Assistants},
 author = {Alan Fern and Prasad Tadepalli},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {577--585},
 year = {2010}
}
@incollection{NIPS2010_0891,
 title = {Global seismic monitoring as probabilistic inference},
 author = {Nimar Arora and Stuart Russell and Paul Kidwell and Erik Sudderth},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {73--81},
 year = {2010}
}
@incollection{NIPS2010_0892,
 title = {Basis Construction from Power Series Expansions of Value Functions},
 author = {Sridhar Mahadevan and Bo Liu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1540--1548},
 year = {2010}
}
@incollection{NIPS2010_0893,
 title = {Pose-Sensitive Embedding by Nonlinear NCA Regression},
 author = {Graham Taylor and Rob Fergus and George Williams and Ian Spiro and Christoph Bregler},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2280--2288},
 year = {2010}
}
@incollection{NIPS2010_0899,
 title = {Relaxed Clipping: A Global Training Method for Robust Regression and Classification},
 author = {Yaoliang Yu and Min Yang and Linli Xu and Martha White and Dale Schuurmans},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2532--2540},
 year = {2010}
}
@incollection{NIPS2010_0900,
 title = {Shadow Dirichlet for Restricted Probability Modeling},
 author = {Bela Frigyik and Maya Gupta and Yihua Chen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {613--621},
 year = {2010}
}
@incollection{NIPS2010_0901,
 title = {Spike timing-dependent plasticity as dynamic filter},
 author = {Joscha Schmiedt and Christian Albers and Klaus Pawelzik},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2110--2118},
 year = {2010}
}
@incollection{NIPS2010_0903,
 title = {Joint Cascade Optimization Using A Product Of Boosted Classifiers},
 author = {Leonidas Lefakis and Francois Fleuret},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1315--1323},
 year = {2010}
}
@incollection{NIPS2010_0907,
 title = {Improving Human Judgments by Decontaminating Sequential Dependencies},
 author = {Michael Mozer and Harold Pashler and Matthew Wilder and Robert Lindsey and Matt Jones and Michael Jones},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1705--1713},
 year = {2010}
}
@incollection{NIPS2010_0911,
 title = {Throttling Poisson Processes},
 author = {Uwe Dick and Peter Haider and Thomas Vanck and Michael Br\"{u}ckner and Tobias Scheffer},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {505--513},
 year = {2010}
}
@incollection{NIPS2010_0915,
 title = {Link Discovery using Graph Feature Tracking},
 author = {Emile RICHARD and Nicolas Baskiotis and Theodoros Evgeniou and Nicolas Vayatis},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1966--1974},
 year = {2010}
}
@incollection{NIPS2010_0927,
 title = {Probabilistic Belief Revision with Structural Constraints},
 author = {Peter Jones and Venkatesh Saligrama and Sanjoy Mitter},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1036--1044},
 year = {2010}
}
@incollection{NIPS2010_0929,
 title = {Getting lost in space: Large sample analysis of the resistance distance},
 author = {Ulrike von Luxburg and Agnes Radl and Matthias Hein},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2622--2630},
 year = {2010}
}
@incollection{NIPS2010_0930,
 title = {Identifying graph-structured activation patterns in networks},
 author = {James Sharpnack and Aarti Singh},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2137--2145},
 year = {2010}
}
@incollection{NIPS2010_0932,
 title = {Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model},
 author = {David Reichert and Peggy Series and Amos Storkey},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2020--2028},
 year = {2010}
}
@incollection{NIPS2010_0951,
 title = {MAP Estimation for Graphical Models by Likelihood Maximization},
 author = {Akshat Kumar and Shlomo Zilberstein},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1180--1188},
 year = {2010}
}
@incollection{NIPS2010_0954,
 title = {Subgraph Detection Using Eigenvector L1 Norms},
 author = {Benjamin Miller and Nadya Bliss and Patrick Wolfe},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1633--1641},
 year = {2010}
}
@incollection{NIPS2010_0956,
 title = {Reward Design via Online Gradient Ascent},
 author = {Jonathan Sorg and Satinder Singh and Richard Lewis},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2190--2198},
 year = {2010}
}
@incollection{NIPS2010_0964,
 title = {Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models},
 author = {Anand Singh and Renaud Jolivet and Pierre Magistretti and Bruno Weber},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2173--2180},
 year = {2010}
}
@incollection{NIPS2010_0966,
 title = {Universal Kernels on Non-Standard Input Spaces},
 author = {Andreas Christmann and Ingo Steinwart},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {406--414},
 year = {2010}
}
@incollection{NIPS2010_0967,
 title = {Improvements to the Sequence Memoizer},
 author = {Jan Gasthaus and Yee Whye Teh},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {685--693},
 year = {2010}
}
@incollection{NIPS2010_0976,
 title = {Minimum Average Cost Clustering},
 author = {Kiyohito Nagano and Yoshinobu Kawahara and Satoru Iwata},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1759--1767},
 year = {2010}
}
@incollection{NIPS2010_0977,
 title = {Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development},
 author = {Diane Hu and Laurens van der Maaten and Youngmin Cho and Lawrence Saul and Sorin Lerner},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {865--873},
 year = {2010}
}
@incollection{NIPS2010_0981,
 title = {Evaluation of Rarity of Fingerprints in Forensics},
 author = {Chang Su and Sargur Srihari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1207--1215},
 year = {2010}
}
@incollection{NIPS2010_0984,
 title = {Active Learning Applied to Patient-Adaptive Heartbeat Classification},
 author = {Jenna Wiens and John Guttag},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2442--2450},
 year = {2010}
}
@incollection{NIPS2010_0991,
 title = {A rational decision making framework for inhibitory control},
 author = {Pradeep Shenoy and Rajesh Rao and Angela Yu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2146--2154},
 year = {2010}
}
@incollection{NIPS2010_0993,
 title = {A Bayesian Framework for Figure-Ground Interpretation},
 author = {Vicky Froyen and Jacob Feldman and Manish Singh},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {631--639},
 year = {2010}
}
@incollection{NIPS2010_0995,
 title = {New Adaptive Algorithms for Online Classification},
 author = {Francesco Orabona and Koby Crammer},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1840--1848},
 year = {2010}
}
@incollection{NIPS2010_1000,
 title = {An analysis on negative curvature induced by singularity in multi-layer neural-network learning},
 author = {Eiji Mizutani and Stuart Dreyfus},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1669--1677},
 year = {2010}
}
@incollection{NIPS2010_1014,
 title = {Inference and communication in the game of Password},
 author = {Yang Xu and Charles Kemp},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2514--2522},
 year = {2010}
}
@incollection{NIPS2010_1015,
 title = {Online Learning in The Manifold of Low-Rank Matrices},
 author = {Uri Shalit and Daphna Weinshall and Gal Chechik},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2128--2136},
 year = {2010}
}
@incollection{NIPS2010_1020,
 title = {Error Propagation for Approximate Policy and Value Iteration},
 author = {Amir-massoud Farahmand and Remi Munos and Csaba Szepesvari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {568--576},
 year = {2010}
}
@incollection{NIPS2010_1039,
 title = {Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories},
 author = {George Konidaris and Scott Kuindersma and Andrew Barto and Roderic Grupen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1162--1170},
 year = {2010}
}
@incollection{NIPS2010_1040,
 title = {Network Flow Algorithms for Structured Sparsity},
 author = {Julien Mairal and Rodolphe Jenatton and Guillaume Obozinski and Francis Bach},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1558--1566},
 year = {2010}
}
@incollection{NIPS2010_1048,
 title = {Fast global convergence rates of gradient methods for high-dimensional   statistical recovery},
 author = {Alekh Agarwal and Sahand Negahban and Martin Wainwright},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {37--45},
 year = {2010}
}
@incollection{NIPS2010_1054,
 title = {Brain covariance selection: better individual functional connectivity models using population prior},
 author = {Gael Varoquaux and Alexandre Gramfort and Jean-Baptiste Poline and Bertrand Thirion},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2334--2342},
 year = {2010}
}
@incollection{NIPS2010_1073,
 title = {Non-Stochastic Bandit Slate Problems},
 author = {Satyen Kale and Lev Reyzin and Robert Schapire},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1054--1062},
 year = {2010}
}
@incollection{NIPS2010_1076,
 title = {Sample Complexity of Testing the Manifold Hypothesis},
 author = {Hariharan Narayanan and Sanjoy Mitter},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1786--1794},
 year = {2010}
}
@incollection{NIPS2010_1077,
 title = {Deep Coding Network},
 author = {Yuanqing Lin and Zhang Tong and Shenghuo Zhu and Kai Yu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1405--1413},
 year = {2010}
}
@incollection{NIPS2010_1079,
 title = {Exact learning curves for Gaussian process regression on large random graphs},
 author = {Matthew Urry and Peter Sollich},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2316--2324},
 year = {2010}
}
@incollection{NIPS2010_1082,
 title = {Global Analytic Solution for Variational Bayesian Matrix Factorization},
 author = {Shinichi Nakajima and Masashi Sugiyama and Ryota Tomioka},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1768--1776},
 year = {2010}
}
@incollection{NIPS2010_1083,
 title = {Learning Efficient Markov Networks},
 author = {Vibhav Gogate and William Webb and Pedro Domingos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {748--756},
 year = {2010}
}
@incollection{NIPS2010_1093,
 title = {An Alternative to Low-level-Sychrony-Based Methods for Speech Detection},
 author = {Paul Ruvolo and Javier Movellan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2029--2037},
 year = {2010}
}
@incollection{NIPS2010_1095,
 title = {Approximate inference in continuous time Gaussian-Jump processes},
 author = {Manfred Opper and Andreas Ruttor and Guido Sanguinetti},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1831--1839},
 year = {2010}
}
@incollection{NIPS2010_1099,
 title = {Deciphering subsampled data: adaptive compressive sampling as a principle of brain communication},
 author = {Guy Isely and Christopher Hillar and Fritz Sommer},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {910--918},
 year = {2010}
}
@incollection{NIPS2010_1100,
 title = {Near-Optimal Bayesian Active Learning with Noisy Observations},
 author = {Daniel Golovin and Andreas Krause and Debajyoti Ray},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {766--774},
 year = {2010}
}
@incollection{NIPS2010_1104,
 title = {Efficient Optimization for Discriminative Latent Class Models},
 author = {Armand Joulin and Francis Bach and Jean Ponce},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1045--1053},
 year = {2010}
}
@incollection{NIPS2010_1110,
 title = {Learning Multiple Tasks using Manifold Regularization},
 author = {Arvind Agarwal and Hal Daume III and Samuel Gerber},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {46--54},
 year = {2010}
}
@incollection{NIPS2010_1114,
 title = {Empirical Bernstein Inequalities for U-Statistics},
 author = {Thomas Peel and Sandrine Anthoine and Liva Ralaivola},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1903--1911},
 year = {2010}
}
@incollection{NIPS2010_1130,
 title = {Co-regularization Based Semi-supervised Domain Adaptation},
 author = {Hal Daume III and Abhishek Kumar and Avishek Saha},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {478--486},
 year = {2010}
}
@incollection{NIPS2010_1131,
 title = {Fast detection of multiple change-points shared by many signals using group LARS},
 author = {Jean-Philippe Vert and Kevin Bleakley},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2343--2351},
 year = {2010}
}
@incollection{NIPS2010_1133,
 title = {An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA},
 author = {Matthias Hein and Thomas B\"{u}hler},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {847--855},
 year = {2010}
}
@incollection{NIPS2010_1134,
 title = {SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system},
 author = {Sylvain Chevallier and H\'{e}l\`{e}ne Paugam-Moisy and MicheLe Sebag},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {379--387},
 year = {2010}
}
@incollection{NIPS2010_1136,
 title = {Bootstrapping Apprenticeship Learning},
 author = {Abdeslam Boularias and Brahim Chaib-draa},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {289--297},
 year = {2010}
}
@incollection{NIPS2010_1143,
 title = {b-Bit Minwise Hashing for Estimating Three-Way  Similarities},
 author = {Ping Li and Arnd Konig and Wenhao Gui},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1387--1395},
 year = {2010}
}
@incollection{NIPS2010_1145,
 title = {Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition},
 author = {Serhat Bucak and Rong Jin and Anil Jain},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {325--333},
 year = {2010}
}
@incollection{NIPS2010_1149,
 title = {Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization},
 author = {Feiping Nie and Heng Huang and Xiao Cai and Chris Ding},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1813--1821},
 year = {2010}
}
@incollection{NIPS2010_1162,
 title = {Parallelized Stochastic Gradient Descent},
 author = {Martin Zinkevich and Markus Weimer and Alex Smola and Lihong Li},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2595--2603},
 year = {2010}
}
@incollection{NIPS2010_1163,
 title = {Generating more realistic images using gated MRF's},
 author = {Marc'Aurelio Ranzato and Volodymyr Mnih and Geoffrey Hinton},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2002--2010},
 year = {2010}
}
@incollection{NIPS2010_1164,
 title = {A Dirty Model for Multi-task Learning},
 author = {Ali Jalali and Pradeep Ravikumar and Sujay Sanghavi and Chao Ruan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {964--972},
 year = {2010}
}
@incollection{NIPS2010_1166,
 title = {Short-term memory in neuronal networks through dynamical compressed sensing},
 author = {Surya Ganguli and Haim Sompolinsky},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {667--675},
 year = {2010}
}
@incollection{NIPS2010_1173,
 title = {Repeated Games against Budgeted Adversaries},
 author = {Jacob Abernethy and Manfred Warmuth},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1--9},
 year = {2010}
}
@incollection{NIPS2010_1174,
 title = {Predictive State Temporal Difference Learning},
 author = {Byron Boots and Geoff Gordon},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {271--279},
 year = {2010}
}
@incollection{NIPS2010_1179,
 title = {Probabilistic Deterministic Infinite Automata},
 author = {David Pfau and Nicholas Bartlett and Frank Wood},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1930--1938},
 year = {2010}
}
@incollection{NIPS2010_1181,
 title = {Evidence-Specific Structures for Rich Tractable CRFs},
 author = {Anton Chechetka and Carlos Guestrin},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {352--360},
 year = {2010}
}
@incollection{NIPS2010_1182,
 title = {The LASSO risk: asymptotic results and real world examples},
 author = {Mohsen Bayati and Jos\'{e} Bento Ayres Pereira and Andrea Montanari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {145--153},
 year = {2010}
}
@incollection{NIPS2010_1188,
 title = {Nonparametric Bayesian Policy Priors for Reinforcement Learning},
 author = {Finale Doshi-Velez and David Wingate and Nicholas Roy and Joshua Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {532--540},
 year = {2010}
}
@incollection{NIPS2010_1191,
 title = {CUR from a Sparse Optimization Viewpoint},
 author = {Jacob Bien and Ya Xu and Michael Mahoney},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {217--225},
 year = {2010}
}
@incollection{NIPS2010_1195,
 title = {Linear readout from a neural population with partial correlation data},
 author = {Adrien Wohrer and Ranulfo Romo and Christian Machens},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2469--2477},
 year = {2010}
}
@incollection{NIPS2010_1196,
 title = {Sphere Embedding: An Application to Part-of-Speech Induction},
 author = {Yariv Maron and Michael Lamar and Elie Bienenstock},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1567--1575},
 year = {2010}
}
@incollection{NIPS2010_1212,
 title = {Learning Convolutional Feature Hierarchies for Visual Recognition},
 author = {Koray Kavukcuoglu and Pierre Sermanet and Y-Lan Boureau and Karol Gregor and Michael Mathieu and Yann Le Cun},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1090--1098},
 year = {2010}
}
@incollection{NIPS2010_1221,
 title = {Size Matters: Metric Visual Search Constraints from Monocular Metadata},
 author = {Mario Fritz and Kate Saenko and Trevor Darrell},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {622--630},
 year = {2010}
}
@incollection{NIPS2010_1222,
 title = {Switched Latent Force Models for Movement Segmentation},
 author = {Mauricio Alvarez and Jan Peters and Bernhard Schoelkopf and Neil Lawrence},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {55--63},
 year = {2010}
}
@incollection{NIPS2010_1232,
 title = {Lower Bounds on Rate of Convergence of Cutting Plane Methods},
 author = {Xinhua Zhang and Ankan Saha and S.V.N. Vishwanathan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2541--2549},
 year = {2010}
}
@incollection{NIPS2010_1234,
 title = {Linear Complementarity for Regularized Policy Evaluation and Improvement},
 author = {Jeffrey Johns and Christopher Painter-Wakefield and Ronald Parr},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1009--1017},
 year = {2010}
}
@incollection{NIPS2010_1257,
 title = {On the Convexity of Latent Social Network Inference},
 author = {Seth Myers and Jure Leskovec},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1741--1749},
 year = {2010}
}
@incollection{NIPS2010_1259,
 title = {Infinite Relational Modeling of Functional Connectivity in Resting State fMRI},
 author = {Morten M{\o}rup and Kristoffer Madsen and Anne-Marie Dogonowski and Hartwig Siebner and Lars Hansen},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1750--1758},
 year = {2010}
}
@incollection{NIPS2010_1264,
 title = {Learning concept graphs from text with stick-breaking priors},
 author = {America Chambers and Padhraic Smyth and Mark Steyvers},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {334--342},
 year = {2010}
}
@incollection{NIPS2010_1265,
 title = {A Theory of Multiclass Boosting},
 author = {Indraneel Mukherjee and Robert Schapire},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1714--1722},
 year = {2010}
}
@incollection{NIPS2010_1269,
 title = {Online Learning: Random Averages, Combinatorial Parameters, and Learnability},
 author = {Alexander Rakhlin and Karthik Sridharan and Ambuj Tewari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1984--1992},
 year = {2010}
}
@incollection{NIPS2010_1270,
 title = {Probabilistic latent variable models for distinguishing between cause and effect},
 author = {Joris Mooij and Oliver Stegle and Dominik Janzing and Kun Zhang and Bernhard Schoelkopf},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1687--1695},
 year = {2010}
}
@incollection{NIPS2010_1272,
 title = {Energy Disaggregation via Discriminative Sparse Coding},
 author = {J. Zico Kolter and Siddharth Batra and Andrew Ng},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1153--1161},
 year = {2010}
}
@incollection{NIPS2010_1274,
 title = {Batch Bayesian Optimization via Simulation Matching},
 author = {Javad Azimi and Alan Fern and Xiaoli Fern},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {109--117},
 year = {2010}
}
@incollection{NIPS2010_1276,
 title = {Probabilistic Inference and Differential Privacy},
 author = {Oliver Williams and Frank McSherry},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2451--2459},
 year = {2010}
}
@incollection{NIPS2010_1279,
 title = {Predicting Execution Time of Computer Programs Using Sparse Polynomial Regression},
 author = {Ling Huang and Jinzhu Jia and Bin Yu and Byung-Gon Chun and Petros Maniatis and Mayur Naik},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {883--891},
 year = {2010}
}
@incollection{NIPS2010_1284,
 title = {Auto-Regressive HMM Inference with Incomplete Data for Short-Horizon Wind Forecasting},
 author = {Chris Barber and Joseph Bockhorst and Paul Roebber},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {136--144},
 year = {2010}
}
@incollection{NIPS2010_1288,
 title = {Convex Multiple-Instance Learning by Estimating Likelihood Ratio},
 author = {Fuxin Li and Cristian Sminchisescu},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1360--1368},
 year = {2010}
}
@incollection{NIPS2010_1291,
 title = {Online Learning for Latent Dirichlet Allocation},
 author = {Matthew Hoffman and David Blei and Francis Bach},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {856--864},
 year = {2010}
}
@incollection{NIPS2010_1292,
 title = {Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning},
 author = {Matthias Broecheler and Lise Getoor},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {316--324},
 year = {2010}
}
@incollection{NIPS2010_1297,
 title = {Trading off Mistakes and Don't-Know Predictions},
 author = {Amin Sayedi and Morteza Zadimoghaddam and Avrim Blum},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2092--2100},
 year = {2010}
}
@incollection{NIPS2010_1298,
 title = {Structural epitome: a way to summarize one’s visual experience},
 author = {Nebojsa Jojic and Alessandro Perina and Vittorio Murino},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1027--1035},
 year = {2010}
}
@incollection{NIPS2010_1300,
 title = {Regularized estimation of image statistics by Score Matching},
 author = {Diederik P. Kingma and Yann Le Cun},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1126--1134},
 year = {2010}
}
@incollection{NIPS2010_1302,
 title = {Humans Learn Using Manifolds, Reluctantly},
 author = {Bryan Gibson and Xiaojin (Jerry) Zhu and Tim Rogers and Chuck Kalish and Joseph Harrison},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {730--738},
 year = {2010}
}
@incollection{NIPS2010_1306,
 title = {Random Conic Pursuit for Semidefinite Programming},
 author = {Ariel Kleiner and Ali Rahimi and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1135--1143},
 year = {2010}
}
@incollection{NIPS2010_1307,
 title = {Towards Property-Based Classification of Clustering Paradigms},
 author = {Margareta Ackerman and Shai Ben-David and David Loker},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {10--18},
 year = {2010}
}
@incollection{NIPS2010_1309,
 title = {Sparse Instrumental Variables (SPIV) for Genome-Wide Studies},
 author = {Felix Agakov and Paul McKeigue and Jon Krohn and Amos Storkey},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {28--36},
 year = {2010}
}
@incollection{NIPS2010_1311,
 title = {Online Markov Decision Processes under Bandit Feedback},
 author = {Gergely Neu and Andras Gyorgy and Csaba Szepesvari and Andras Antos},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1804--1812},
 year = {2010}
}
@incollection{NIPS2010_1317,
 title = {Sidestepping Intractable Inference with Structured Ensemble Cascades},
 author = {David Weiss and Benjamin Sapp and Ben Taskar},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2415--2423},
 year = {2010}
}
@incollection{NIPS2010_1318,
 title = {Smoothness, Low Noise and Fast Rates},
 author = {Nathan Srebro and Karthik Sridharan and Ambuj Tewari},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2199--2207},
 year = {2010}
}
@incollection{NIPS2010_1334,
 title = {A Bayesian Approach to Concept Drift},
 author = {Stephen Bach and Mark Maloof},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {127--135},
 year = {2010}
}
@incollection{NIPS2010_1344,
 title = {A unified model of short-range and long-range motion perception},
 author = {Shuang Wu and Xuming He and Hongjing Lu and Alan Yuille},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {2478--2486},
 year = {2010}
}
@incollection{NIPS2010_1348,
 title = {On the Theory of Learnining with Privileged Information},
 author = {Dmitry Pechyony and Vladimir Vapnik},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1894--1902},
 year = {2010}
}
@incollection{NIPS2010_1349,
 title = {Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference},
 author = {Aurelie Lozano and Vikas Sindhwani},
 booktitle = {Advances in Neural Information Processing Systems 23},
 editor = {J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta},
 pages = {1486--1494},
 year = {2010}
}