@incollection{NIPS2009_0004, title = {Unsupervised Detection of Regions of Interest Using Iterative Link Analysis}, author = {Gunhee Kim and Antonio Torralba}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {961--969}, year = {2009} } @incollection{NIPS2009_0010, title = {Discrete MDL Predicts in Total Variation}, author = {Marcus Hutter}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {817--825}, year = {2009} } @incollection{NIPS2009_0013, title = {Unsupervised Feature Selection for the $k$-means Clustering Problem}, author = {Christos Boutsidis and Michael Mahoney and Petros Drineas}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {153--161}, year = {2009} } @incollection{NIPS2009_0023, title = {Sparse and Locally Constant Gaussian Graphical Models}, author = {Jean Honorio and Luis Ortiz and Dimitris Samaras and Nikos Paragios and Rita Goldstein}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {745--753}, year = {2009} } @incollection{NIPS2009_0025, title = {Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording}, author = {Zhi Yang and Qi Zhao and Edward Keefer and Wentai Liu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2160--2168}, year = {2009} } @incollection{NIPS2009_0031, title = {Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification}, author = {Wenming Zheng and Zhouchen Lin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2268--2276}, year = {2009} } @incollection{NIPS2009_0036, title = {A Stochastic approximation method for inference in probabilistic graphical models}, author = {Peter Carbonetto and Matthew King and Firas Hamze}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {216--224}, year = {2009} } @incollection{NIPS2009_0039, title = {Occlusive Components Analysis}, author = {J\"{o}rg L\"{u}cke and Richard Turner and Maneesh Sahani and Marc Henniges}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1069--1077}, year = {2009} } @incollection{NIPS2009_0045, title = {Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora}, author = {Shuang-Hong Yang and Hongyuan Zha and Bao-gang Hu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2143--2150}, year = {2009} } @incollection{NIPS2009_0054, title = {A General Projection Property for Distribution Families}, author = {Yao-Liang Yu and Yuxi Li and Dale Schuurmans and Csaba Szepesvari}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2232--2240}, year = {2009} } @incollection{NIPS2009_0076, title = {Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes}, author = {Kian Ming Chai}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {279--287}, year = {2009} } @incollection{NIPS2009_0084, title = {Maximin affinity learning of image segmentation}, author = {Srinivas Turaga and Kevin Briggman and Moritz Helmstaedter and Winfried Denk and Sebastian Seung}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1865--1873}, year = {2009} } @incollection{NIPS2009_0086, title = {Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships}, author = {Tomasz Malisiewicz and Alyosha Efros}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1222--1230}, year = {2009} } @incollection{NIPS2009_0088, title = {Structured output regression for detection with partial truncation}, author = {Andrea Vedaldi and Andrew Zisserman}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1928--1936}, year = {2009} } @incollection{NIPS2009_0092, title = {Kernels and learning curves for Gaussian process regression on random graphs}, author = {Peter Sollich and Matthew Urry and Camille Coti}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1723--1731}, year = {2009} } @incollection{NIPS2009_0100, title = {Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise}, author = {Jacob Whitehill and Paul Ruvolo and Ting-fan Wu and Jacob Bergsma and Javier Movellan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2035--2043}, year = {2009} } @incollection{NIPS2009_0116, title = {Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization}, author = {John Wright and Arvind Ganesh and Shankar Rao and Yigang Peng and Yi Ma}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2080--2088}, year = {2009} } @incollection{NIPS2009_0125, title = {Reading Tea Leaves: How Humans Interpret Topic Models}, author = {Jonathan Chang and Jordan Boyd-Graber and Sean Gerrish and Chong Wang and David Blei}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {288--296}, year = {2009} } @incollection{NIPS2009_0127, title = {Robust Value Function Approximation Using Bilinear Programming}, author = {Marek Petrik and Shlomo Zilberstein}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1446--1454}, year = {2009} } @incollection{NIPS2009_0132, title = {$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry}, author = {Arnak Dalalyan and Renaud Keriven}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {441--449}, year = {2009} } @incollection{NIPS2009_0135, title = {Analysis of SVM with Indefinite Kernels}, author = {Yiming Ying and Colin Campbell and Mark Girolami}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2205--2213}, year = {2009} } @incollection{NIPS2009_0138, title = {DUOL: A Double Updating Approach for Online Learning}, author = {Peilin Zhao and Steven Chu-Hong Hoi and Rong Jin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2259--2267}, year = {2009} } @incollection{NIPS2009_0142, title = {Evaluating multi-class learning strategies in a generative hierarchical framework for object detection}, author = {Sanja Fidler and Marko Boben and Ales Leonardis}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {531--539}, year = {2009} } @incollection{NIPS2009_0145, title = {No evidence for active sparsification in the visual cortex}, author = {Pietro Berkes and Ben White and Jozsef Fiser}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {108--116}, year = {2009} } @incollection{NIPS2009_0146, title = {Locality-sensitive binary codes from shift-invariant kernels}, author = {Maxim Raginsky and Svetlana Lazebnik}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1509--1517}, year = {2009} } @incollection{NIPS2009_0149, title = {Boosting with Spatial Regularization}, author = {Zhen Xiang and Yongxin Xi and Uri Hasson and Peter Ramadge}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2107--2115}, year = {2009} } @incollection{NIPS2009_0173, title = {Nonparametric Bayesian Texture Learning and Synthesis}, author = {Long Zhu and Yuanahao Chen and Bill Freeman and Antonio Torralba}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2313--2321}, year = {2009} } @incollection{NIPS2009_0174, title = {Multi-Label Prediction via Compressed Sensing}, author = {Daniel Hsu and Sham Kakade and John Langford and Tong Zhang}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {772--780}, year = {2009} } @incollection{NIPS2009_0175, title = {Quantification and the language of thought}, author = {Charles Kemp}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {943--951}, year = {2009} } @incollection{NIPS2009_0176, title = {Individuation, Identification and Object Discovery}, author = {Charles Kemp and Alan Jern and Fei Xu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {925--933}, year = {2009} } @incollection{NIPS2009_0177, title = {Abstraction and Relational learning}, author = {Charles Kemp and Alan Jern}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {934--942}, year = {2009} } @incollection{NIPS2009_0181, title = {Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition}, author = {Ashish Kapoor and Eric Horvitz}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {898--906}, year = {2009} } @incollection{NIPS2009_0185, title = {Local Rules for Global MAP: When Do They Work ?}, author = {Kyomin Jung and Pushmeet Kohli and Devavrat Shah}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {871--879}, year = {2009} } @incollection{NIPS2009_0189, title = {Manifold Embeddings for Model-Based Reinforcement Learning under Partial Observability}, author = {Keith Bush and Joelle Pineau}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {189--197}, year = {2009} } @incollection{NIPS2009_0190, title = {Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations}, author = {Mingyuan Zhou and Haojun Chen and John Paisley and Lu Ren and Guillermo Sapiro and Lawrence Carin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2295--2303}, year = {2009} } @incollection{NIPS2009_0197, title = {Exponential Family Graph Matching and Ranking}, author = {James Petterson and Tiberio Caetano and Julian McAuley and Jin Yu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1455--1463}, year = {2009} } @incollection{NIPS2009_0207, title = {Probabilistic Relational PCA}, author = {Wu-Jun Li and Dit-Yan Yeung and Zhihua Zhang}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1123--1131}, year = {2009} } @incollection{NIPS2009_0209, title = {Sufficient Conditions for Agnostic Active Learnable}, author = {Liwei Wang}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1999--2007}, year = {2009} } @incollection{NIPS2009_0211, title = {Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning}, author = {Robert Legenstein and Steven Chase and Andrew Schwartz and Wolfgang Maass}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1105--1113}, year = {2009} } @incollection{NIPS2009_0214, title = {Variational Inference for the Nested Chinese Restaurant Process}, author = {Chong Wang and David Blei}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1990--1998}, year = {2009} } @incollection{NIPS2009_0215, title = {Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process}, author = {Chong Wang and David Blei}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1982--1989}, year = {2009} } @incollection{NIPS2009_0219, title = {Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions}, author = {Fabian Sinz and Eero Simoncelli and Matthias Bethge}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1696--1704}, year = {2009} } @incollection{NIPS2009_0224, title = {Gaussian process regression with Student-t likelihood}, author = {Jarno Vanhatalo and Pasi Jyl\"{a}nki and Aki Vehtari}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1910--1918}, year = {2009} } @incollection{NIPS2009_0229, title = {Optimal context separation of spiking haptic signals by second-order somatosensory neurons}, author = {Romain Brasselet and Roland Johansson and Angelo Arleo}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {180--188}, year = {2009} } @incollection{NIPS2009_0232, title = {A joint maximum-entropy model for binary neural population patterns and continuous signals}, author = {Sebastian Gerwinn and Philipp Berens and Matthias Bethge}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {620--628}, year = {2009} } @incollection{NIPS2009_0248, title = {Efficient Learning using Forward-Backward Splitting}, author = {John Duchi and Yoram Singer}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {495--503}, year = {2009} } @incollection{NIPS2009_0252, title = {Neurometric function analysis of population codes}, author = {Philipp Berens and Sebastian Gerwinn and Alexander Ecker and Matthias Bethge}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {90--98}, year = {2009} } @incollection{NIPS2009_0254, title = {Multi-Step Dyna Planning for Policy Evaluation and Control}, author = {Hengshuai Yao and Rich Sutton and Shalabh Bhatnagar and Dongcui Diao and Csaba Szepesvari}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2187--2195}, year = {2009} } @incollection{NIPS2009_0255, title = {Efficient Bregman Range Search}, author = {Lawrence Cayton}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {243--251}, year = {2009} } @incollection{NIPS2009_0266, title = {Human Rademacher Complexity}, author = {Xiaojin Zhu and Timothy Rogers and Bryan Gibson}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2322--2330}, year = {2009} } @incollection{NIPS2009_0270, title = {Modeling Social Annotation Data with Content Relevance using a Topic Model}, author = {Tomoharu Iwata and Takeshi Yamada and Naonori Ueda}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {835--843}, year = {2009} } @incollection{NIPS2009_0286, title = {Sensitivity analysis in HMMs with application to likelihood maximization}, author = {Pierre-Arnaud Coquelin and Romain Deguest and Remi Munos}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {387--395}, year = {2009} } @incollection{NIPS2009_0289, title = {A Gaussian Tree Approximation for Integer Least-Squares}, author = {Jacob Goldberger and Amir Leshem}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {638--645}, year = {2009} } @incollection{NIPS2009_0291, title = {Data-driven calibration of linear estimators with minimal penalties}, author = {Sylvain Arlot and Francis Bach}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {46--54}, year = {2009} } @incollection{NIPS2009_0299, title = {Bayesian estimation of orientation preference maps}, author = {Jakob Macke and Sebastian Gerwinn and Leonard White and Matthias Kaschube and Matthias Bethge}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1195--1203}, year = {2009} } @incollection{NIPS2009_0300, title = {Conditional Random Fields with High-Order Features for Sequence Labeling}, author = {Nan Ye and Wee Sun Lee and Hai Leong Chieu and Dan Wu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2196--2204}, year = {2009} } @incollection{NIPS2009_0304, title = {Sparse Metric Learning via Smooth Optimization}, author = {Yiming Ying and Kaizhu Huang and Colin Campbell}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2214--2222}, year = {2009} } @incollection{NIPS2009_0326, title = {Regularized Distance Metric Learning:Theory and Algorithm}, author = {Rong Jin and Shijun Wang and Yang Zhou}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {862--870}, year = {2009} } @incollection{NIPS2009_0331, title = {Toward Provably Correct Feature Selection in Arbitrary Domains}, author = {Dimitris Margaritis}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1240--1248}, year = {2009} } @incollection{NIPS2009_0334, title = {Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering}, author = {Lei Wu and Rong Jin and Steven Chu-Hong Hoi and Jianke Zhu and Nenghai Yu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2089--2097}, year = {2009} } @incollection{NIPS2009_0340, title = {AUC optimization and the two-sample problem}, author = {St\'{e}phan Cl\'{e}men\c{c}on and Nicolas Vayatis and Marine Depecker}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {360--368}, year = {2009} } @incollection{NIPS2009_0341, title = {Fast Image Deconvolution using Hyper-Laplacian Priors}, author = {Dilip Krishnan and Rob Fergus}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1033--1041}, year = {2009} } @incollection{NIPS2009_0344, title = {Learning to Rank by Optimizing NDCG Measure}, author = {Hamed Valizadegan and Rong Jin and Ruofei Zhang and Jianchang Mao}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1883--1891}, year = {2009} } @incollection{NIPS2009_0345, title = {Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models}, author = {Gideon Mann and Ryan McDonald and Mehryar Mohri and Nathan Silberman and Dan Walker}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1231--1239}, year = {2009} } @incollection{NIPS2009_0346, title = {Potential-Based Agnostic Boosting}, author = {Adam Kalai and Varun Kanade}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {880--888}, year = {2009} } @incollection{NIPS2009_0351, title = {A Bayesian Analysis of Dynamics in Free Recall}, author = {Richard Socher and Samuel Gershman and Adler Perotte and Per Sederberg and David Blei and Kenneth Norman}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1714--1722}, year = {2009} } @incollection{NIPS2009_0352, title = {Linearly constrained Bayesian matrix factorization for blind source separation}, author = {Mikkel Schmidt}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1624--1632}, year = {2009} } @incollection{NIPS2009_0355, title = {On Learning Rotations}, author = {Raman Arora}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {55--63}, year = {2009} } @incollection{NIPS2009_0358, title = {Matrix Completion from Noisy Entries}, author = {Raghunandan Keshavan and Andrea Montanari and Sewoong Oh}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {952--960}, year = {2009} } @incollection{NIPS2009_0360, title = {Bayesian Source Localization with the Multivariate Laplace Prior}, author = {Marcel Van Gerven and Botond Cseke and Robert Oostenveld and Tom Heskes}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1901--1909}, year = {2009} } @incollection{NIPS2009_0363, title = {Monte Carlo Sampling for Regret Minimization in Extensive Games}, author = {Marc Lanctot and Kevin Waugh and Martin Zinkevich and Michael Bowling}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1078--1086}, year = {2009} } @incollection{NIPS2009_0364, title = {Speaker Comparison with Inner Product Discriminant Functions}, author = {William Campbell and Zahi Karam and Douglas Sturim}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {207--215}, year = {2009} } @incollection{NIPS2009_0369, title = {Directed Regression}, author = {Yi-hao Kao and Benjamin Van Roy and Xiang Yan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {889--897}, year = {2009} } @incollection{NIPS2009_0393, title = {Improving Existing Fault Recovery Policies}, author = {Guy Shani and Christopher Meek}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1642--1650}, year = {2009} } @incollection{NIPS2009_0395, title = {Zero-shot Learning with Semantic Output Codes}, author = {Mark Palatucci and Dean Pomerleau and Geoffrey Hinton and Tom Mitchell}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1410--1418}, year = {2009} } @incollection{NIPS2009_0397, title = {An Additive Latent Feature Model for Transparent Object Recognition}, author = {Mario Fritz and Michael Black and Gary Bradski and Sergey Karayev and Trevor Darrell}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {558--566}, year = {2009} } @incollection{NIPS2009_0420, title = {Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation}, author = {Yusuke Watanabe and Kenji Fukumizu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2017--2025}, year = {2009} } @incollection{NIPS2009_0421, title = {Online Learning of Assignments}, author = {Matthew Streeter and Daniel Golovin and Andreas Krause}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1794--1802}, year = {2009} } @incollection{NIPS2009_0422, title = {A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation}, author = {Lan Du and Lu Ren and David Dunson and Lawrence Carin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {486--494}, year = {2009} } @incollection{NIPS2009_0434, title = {Ensemble Nystrom Method}, author = {Sanjiv Kumar and Mehryar Mohri and Ameet Talwalkar}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1060--1068}, year = {2009} } @incollection{NIPS2009_0435, title = {Rank-Approximate Nearest Neighbor Search: Retaining Meaning and Speed in High Dimensions}, author = {Parikshit Ram and Dongryeol Lee and Hua Ouyang and Alexander Gray}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1536--1544}, year = {2009} } @incollection{NIPS2009_0436, title = {Linear-time Algorithms for Pairwise Statistical Problems}, author = {Parikshit Ram and Dongryeol Lee and William March and Alexander Gray}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1527--1535}, year = {2009} } @incollection{NIPS2009_0438, title = {Semi-Supervised Learning in Gigantic Image Collections}, author = {Rob Fergus and Yair Weiss and Antonio Torralba}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {522--530}, year = {2009} } @incollection{NIPS2009_0441, title = {Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition}, author = {Natasha Singh-Miller and Michael Collins}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1678--1686}, year = {2009} } @incollection{NIPS2009_0456, title = {From PAC-Bayes Bounds to KL Regularization}, author = {Pascal Germain and Alexandre Lacasse and Francois Laviolette and Mario Marchand and Sara Shanian}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {603--610}, year = {2009} } @incollection{NIPS2009_0460, title = {A Data-Driven Approach to Modeling Choice}, author = {Vivek Farias and Srikanth Jagabathula and Devavrat Shah}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {504--512}, year = {2009} } @incollection{NIPS2009_0463, title = {Measuring Invariances in Deep Networks}, author = {Ian Goodfellow and Quoc Le and Andrew Saxe and Andrew Ng}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {646--654}, year = {2009} } @incollection{NIPS2009_0464, title = {Indian Buffet Processes with Power-law Behavior}, author = {Yee Whye Teh and Dilan Gorur}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1838--1846}, year = {2009} } @incollection{NIPS2009_0465, title = {Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data}, author = {Boaz Nadler and Nathan Srebro and Xueyuan Zhou}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1330--1338}, year = {2009} } @incollection{NIPS2009_0470, title = {On Stochastic and Worst-case Models for Investing}, author = {Elad Hazan and Satyen Kale}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {709--717}, year = {2009} } @incollection{NIPS2009_0482, title = {Beyond Convexity: Online Submodular Minimization}, author = {Elad Hazan and Satyen Kale}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {700--708}, year = {2009} } @incollection{NIPS2009_0487, title = {Manifold Regularization for SIR with Rate Root-n Convergence}, author = {Wei Bian and Dacheng Tao}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {117--125}, year = {2009} } @incollection{NIPS2009_0493, title = {Ranking Measures and Loss Functions in Learning to Rank}, author = {Wei Chen and Tie-Yan Liu and Yanyan Lan and Zhi-Ming Ma and Hang Li}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {315--323}, year = {2009} } @incollection{NIPS2009_0504, title = {The Ordered Residual Kernel for Robust Motion Subspace Clustering}, author = {Tat-Jun Chin and Hanzi Wang and David Suter}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {333--341}, year = {2009} } @incollection{NIPS2009_0508, title = {Bootstrapping from Game Tree Search}, author = {Joel Veness and David Silver and William Uther and Alan Blair}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1937--1945}, year = {2009} } @incollection{NIPS2009_0516, title = {Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models}, author = {Jonathan Pillow}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1473--1481}, year = {2009} } @incollection{NIPS2009_0518, title = {The Infinite Partially Observable Markov Decision Process}, author = {Finale Doshi-Velez}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {477--485}, year = {2009} } @incollection{NIPS2009_0520, title = {Learning from Neighboring Strokes: Combining Appearance and Context for Multi-Domain Sketch Recognition}, author = {Tom Ouyang and Randall Davis}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1401--1409}, year = {2009} } @incollection{NIPS2009_0523, title = {Distribution Matching for Transduction}, author = {Novi Quadrianto and James Petterson and Alex Smola}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1500--1508}, year = {2009} } @incollection{NIPS2009_0524, title = {Statistical Consistency of Top-k Ranking}, author = {Fen Xia and Tie-Yan Liu and Hang Li}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2098--2106}, year = {2009} } @incollection{NIPS2009_0529, title = {The "tree-dependent components" of natural scenes are edge filters}, author = {Daniel Zoran and Yair Weiss}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2340--2348}, year = {2009} } @incollection{NIPS2009_0533, title = {Fast subtree kernels on graphs}, author = {Nino Shervashidze and Karsten Borgwardt}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1660--1668}, year = {2009} } @incollection{NIPS2009_0534, title = {Nash Equilibria of Static Prediction Games}, author = {Michael Br\"{u}ckner and Tobias Scheffer}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {171--179}, year = {2009} } @incollection{NIPS2009_0537, title = {Inter-domain Gaussian Processes for Sparse Inference using Inducing Features}, author = {Miguel Lazaro-Gredilla and Anibal Figueiras-Vidal}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1087--1095}, year = {2009} } @incollection{NIPS2009_0538, title = {Sparsistent Learning of Varying-coefficient Models with Structural Changes}, author = {Mladen Kolar and Le Song and Eric Xing}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1006--1014}, year = {2009} } @incollection{NIPS2009_0546, title = {Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units}, author = {Feng Yan and Ningyi Xu and Yuan Qi}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2134--2142}, year = {2009} } @incollection{NIPS2009_0558, title = {Factor Modeling for Advertisement Targeting}, author = {Ye Chen and Michael Kapralov and Dmitry Pavlov and John Canny}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {324--332}, year = {2009} } @incollection{NIPS2009_0562, title = {Bayesian Nonparametric Models on Decomposable Graphs}, author = {Francois Caron and Arnaud Doucet}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {225--233}, year = {2009} } @incollection{NIPS2009_0570, title = {Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions}, author = {Bangpeng Yao and Dirk Walther and Diane Beck and Li Fei-Fei}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2178--2186}, year = {2009} } @incollection{NIPS2009_0572, title = {Multiple Incremental Decremental Learning of Support Vector Machines}, author = {Masayuki Karasuyama and Ichiro Takeuchi}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {907--915}, year = {2009} } @incollection{NIPS2009_0576, title = {Region-based Segmentation and Object Detection}, author = {Stephen Gould and Tianshi Gao and Daphne Koller}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {655--663}, year = {2009} } @incollection{NIPS2009_0583, title = {Submodularity Cuts and Applications}, author = {Yoshinobu Kawahara and Kiyohito Nagano and Koji Tsuda and Jeff Bilmes}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {916--924}, year = {2009} } @incollection{NIPS2009_0595, title = {Code-specific policy gradient rules for spiking neurons}, author = {Henning Sprekeler and Guillaume Hennequin and Wulfram Gerstner}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1741--1749}, year = {2009} } @incollection{NIPS2009_0597, title = {Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks}, author = {Stefan Klampfl and Wolfgang Maass}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {988--996}, year = {2009} } @incollection{NIPS2009_0599, title = {Bayesian Belief Polarization}, author = {Alan Jern and Kai-min Chang and Charles Kemp}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {853--861}, year = {2009} } @incollection{NIPS2009_0603, title = {On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation}, author = {Saketha Nath Jagarlapudi and Dinesh G and Raman S and Chiranjib Bhattacharyya and Aharon Ben-Tal and Ramakrishnan K.R.}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {844--852}, year = {2009} } @incollection{NIPS2009_0608, title = {Anomaly Detection with Score functions based on Nearest Neighbor Graphs}, author = {Manqi Zhao and Venkatesh Saligrama}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2250--2258}, year = {2009} } @incollection{NIPS2009_0609, title = {Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models}, author = {Jing Gao and Feng Liang and Wei Fan and Yizhou Sun and Jiawei Han}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {585--593}, year = {2009} } @incollection{NIPS2009_0611, title = {Adaptive Regularization of Weight Vectors}, author = {Koby Crammer and Alex Kulesza and Mark Dredze}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {414--422}, year = {2009} } @incollection{NIPS2009_0627, title = {Streaming Pointwise Mutual Information}, author = {Benjamin Van Durme and Ashwin Lall}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1892--1900}, year = {2009} } @incollection{NIPS2009_0629, title = {Positive Semidefinite Metric Learning with Boosting}, author = {Chunhua Shen and Junae Kim and Lei Wang and Anton van den Hengel}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1651--1659}, year = {2009} } @incollection{NIPS2009_0638, title = {The Wisdom of Crowds in the Recollection of Order Information}, author = {Mark Steyvers and Michael Lee and Brent Miller and Pernille Hemmer}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1785--1793}, year = {2009} } @incollection{NIPS2009_0639, title = {Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning}, author = {Anne Hsu and Thomas Griffiths}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {754--762}, year = {2009} } @incollection{NIPS2009_0643, title = {Bayesian Sparse Factor Models and DAGs Inference and Comparison}, author = {Ricardo Henao and Ole Winther}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {736--744}, year = {2009} } @incollection{NIPS2009_0646, title = {Non-stationary continuous dynamic Bayesian networks}, author = {Marco Grzegorczyk and Dirk Husmeier}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {682--690}, year = {2009} } @incollection{NIPS2009_0647, title = {Constructing Topological Maps using Markov Random Fields and Loop-Closure Detection}, author = {Roy Anati and Kostas Daniilidis}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {37--45}, year = {2009} } @incollection{NIPS2009_0650, title = {Extending Phase Mechanism to Differential Motion Opponency for Motion Pop-out}, author = {Yicong Meng and Bertram Shi}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1267--1275}, year = {2009} } @incollection{NIPS2009_0662, title = {Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing}, author = {Ruben Coen-Cagli and Peter Dayan and Odelia Schwartz}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {369--377}, year = {2009} } @incollection{NIPS2009_0664, title = {Heavy-Tailed Symmetric Stochastic Neighbor Embedding}, author = {Zhirong Yang and Irwin King and Zenglin Xu and Erkki Oja}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2169--2177}, year = {2009} } @incollection{NIPS2009_0673, title = {fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity}, author = {Bryan Conroy and Ben Singer and James Haxby and Peter Ramadge}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {378--386}, year = {2009} } @incollection{NIPS2009_0682, title = {Free energy score space}, author = {Alessandro Perina and Marco Cristani and Umberto Castellani and Vittorio Murino and Nebojsa Jojic}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1428--1436}, year = {2009} } @incollection{NIPS2009_0684, title = {Noisy Generalized Binary Search}, author = {Rob Nowak}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1366--1374}, year = {2009} } @incollection{NIPS2009_0688, title = {Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization}, author = {Massih Amini and Nicolas Usunier and Cyril Goutte}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {28--36}, year = {2009} } @incollection{NIPS2009_0695, title = {Know Thy Neighbour: A Normative Theory of Synaptic Depression}, author = {Jean-Pascal Pfister and Peter Dayan and Mate Lengyel}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1464--1472}, year = {2009} } @incollection{NIPS2009_0696, title = {Nonparametric Greedy Algorithms for the Sparse Learning Problem}, author = {Han Liu and Xi Chen}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1141--1149}, year = {2009} } @incollection{NIPS2009_0697, title = {Adaptive Regularization for Transductive Support Vector Machine}, author = {Zenglin Xu and Rong Jin and Jianke Zhu and Irwin King and Michael Lyu and Zhirong Yang}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2125--2133}, year = {2009} } @incollection{NIPS2009_0699, title = {Efficient Moments-based Permutation Tests}, author = {Chunxiao Zhou and Huixia Judy Wang and Yongmei Michelle Wang}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2277--2285}, year = {2009} } @incollection{NIPS2009_0700, title = {A Rate Distortion Approach for Semi-Supervised Conditional Random Fields}, author = {Yang Wang and Gholamreza Haffari and Shaojun Wang and Greg Mori}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2008--2016}, year = {2009} } @incollection{NIPS2009_0704, title = {Localizing Bugs in Program Executions with Graphical Models}, author = {Laura Dietz and Valentin Dallmeier and Andreas Zeller and Tobias Scheffer}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {468--476}, year = {2009} } @incollection{NIPS2009_0705, title = {Variational Gaussian-process factor analysis for modeling spatio-temporal data}, author = {Jaakko Luttinen and Alexander Ilin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1177--1185}, year = {2009} } @incollection{NIPS2009_0708, title = {An LP View of the M-best MAP problem}, author = {Menachem Fromer and Amir Globerson}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {567--575}, year = {2009} } @incollection{NIPS2009_0716, title = {Learning Non-Linear Combinations of Kernels}, author = {Corinna Cortes and Mehryar Mohri and Afshin Rostamizadeh}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {396--404}, year = {2009} } @incollection{NIPS2009_0717, title = {Discriminative Network Models of Schizophrenia}, author = {Guillermo Cecchi and Irina Rish and Benjamin Thyreau and Bertrand Thirion and Marion Plaze and Marie-Laure Paillere-Martinot and Catherine Martelli and Jean-Luc Martinot and Jean-Baptiste Poline}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {252--260}, year = {2009} } @incollection{NIPS2009_0719, title = {Nonlinear Learning using Local Coordinate Coding}, author = {Kai Yu and Tong Zhang and Yihong Gong}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2223--2231}, year = {2009} } @incollection{NIPS2009_0729, title = {Kernel Methods for Deep Learning}, author = {Youngmin Cho and Lawrence Saul}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {342--350}, year = {2009} } @incollection{NIPS2009_0735, title = {Adaptive Design Optimization in Experiments with People}, author = {Daniel Cavagnaro and Mark Pitt and Jay Myung}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {234--242}, year = {2009} } @incollection{NIPS2009_0736, title = {Predicting the Optimal Spacing of Study: A Multiscale Context Model of Memory}, author = {Michael Mozer and Harold Pashler and Nicholas Cepeda and Robert Lindsey and Ed Vul}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1321--1329}, year = {2009} } @incollection{NIPS2009_0737, title = {STDP enables spiking neurons to detect hidden causes of their inputs}, author = {Bernhard Nessler and Michael Pfeiffer and Wolfgang Maass}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1357--1365}, year = {2009} } @incollection{NIPS2009_0744, title = {Spatial Normalized Gamma Processes}, author = {Vinayak Rao and Yee Whye Teh}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1554--1562}, year = {2009} } @incollection{NIPS2009_0746, title = {Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution}, author = {Cosmin Bejan and Matthew Titsworth and Andrew Hickl and Sanda Harabagiu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {73--81}, year = {2009} } @incollection{NIPS2009_0755, title = {A Biologically Plausible Model for Rapid Natural Scene Identification}, author = {Sennay Ghebreab and Steven Scholte and Victor Lamme and Arnold Smeulders}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {629--637}, year = {2009} } @incollection{NIPS2009_0760, title = {Canonical Time Warping for Alignment of Human Behavior}, author = {Feng Zhou and Fernando De la Torre}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2286--2294}, year = {2009} } @incollection{NIPS2009_0770, title = {Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies}, author = {Arno Onken and Steffen Gr\"{u}new\"{a}lder and Klaus Obermayer}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1383--1391}, year = {2009} } @incollection{NIPS2009_0771, title = {Learning in Markov Random Fields using Tempered Transitions}, author = {Ruslan Salakhutdinov}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1598--1606}, year = {2009} } @incollection{NIPS2009_0774, title = {Clustering sequence sets for motif discovery}, author = {Jong Kyoung Kim and Seungjin Choi}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {970--978}, year = {2009} } @incollection{NIPS2009_0780, title = {Optimal Scoring for Unsupervised Learning}, author = {Zhihua Zhang and Guang Dai}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2241--2249}, year = {2009} } @incollection{NIPS2009_0785, title = {Sharing Features among Dynamical Systems with Beta Processes}, author = {Emily Fox and Erik Sudderth and Michael Jordan and Alan Willsky}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {549--557}, year = {2009} } @incollection{NIPS2009_0792, title = {Fast Graph Laplacian Regularized Kernel Learning via Semidefinite–Quadratic–Linear Programming}, author = {Xiao-Ming WU and Anthony Man-Cho So and Zhenguo Li and Shuo-Yen Robert Li}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1964--1972}, year = {2009} } @incollection{NIPS2009_0802, title = {Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data}, author = {Shuai Huang and Jing Li and Liang Sun and Jun Liu and Teresa Wu and Kewei Chen and Adam Fleisher and Eric Reiman and Jieping Ye}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {808--816}, year = {2009} } @incollection{NIPS2009_0804, title = {Estimating image bases for visual image reconstruction from human brain activity}, author = {Yusuke Fujiwara and Yoichi Miyawaki and Yukiyasu Kamitani}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {576--584}, year = {2009} } @incollection{NIPS2009_0807, title = {3D Object Recognition with Deep Belief Nets}, author = {Vinod Nair and Geoffrey Hinton}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1339--1347}, year = {2009} } @incollection{NIPS2009_0810, title = {Tracking Dynamic Sources of Malicious Activity at Internet Scale}, author = {Shobha Venkataraman and Avrim Blum and Dawn Song and Subhabrata Sen and Oliver Spatscheck}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1946--1954}, year = {2009} } @incollection{NIPS2009_0813, title = {Skill Discovery in Continuous Reinforcement Learning Domains using Skill Chaining}, author = {George Konidaris and Andrew Barto}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1015--1023}, year = {2009} } @incollection{NIPS2009_0816, title = {Asymptotically Optimal Regularization in Smooth Parametric Models}, author = {Percy Liang and Francis Bach and Guillaume Bouchard and Michael Jordan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1132--1140}, year = {2009} } @incollection{NIPS2009_0817, title = {Replicated Softmax: an Undirected Topic Model}, author = {Ruslan Salakhutdinov and Geoffrey Hinton}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1607--1614}, year = {2009} } @incollection{NIPS2009_0820, title = {Learning a Small Mixture of Trees}, author = {M. Pawan Kumar and Daphne Koller}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1051--1059}, year = {2009} } @incollection{NIPS2009_0822, title = {Maximum likelihood trajectories for continuous-time Markov chains}, author = {Theodore Perkins}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1437--1445}, year = {2009} } @incollection{NIPS2009_0831, title = {Strategy Grafting in Extensive Games}, author = {Kevin Waugh and Nolan Bard and Michael Bowling}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2026--2034}, year = {2009} } @incollection{NIPS2009_0832, title = {Convex Relaxation of Mixture Regression with Efficient Algorithms}, author = {Novi Quadrianto and Tiberio Caetano and John Lim and Dale Schuurmans}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1491--1499}, year = {2009} } @incollection{NIPS2009_0839, title = {Reconstruction of Sparse Circuits Using Multi-neuronal Excitation (RESCUME)}, author = {Tao Hu and Anthony Leonardo and Dmitri Chklovskii}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {790--798}, year = {2009} } @incollection{NIPS2009_0844, title = {An Online Algorithm for Large Scale Image Similarity Learning}, author = {Gal Chechik and Uri Shalit and Varun Sharma and Samy Bengio}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {306--314}, year = {2009} } @incollection{NIPS2009_0847, title = {Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction}, author = {Kwang In Kim and Florian Steinke and Matthias Hein}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {979--987}, year = {2009} } @incollection{NIPS2009_0851, title = {Thresholding Procedures for High Dimensional Variable Selection and Statistical Estimation}, author = {Shuheng Zhou}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2304--2312}, year = {2009} } @incollection{NIPS2009_0857, title = {FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs}, author = {Andrew McCallum and Karl Schultz and Sameer Singh}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1249--1257}, year = {2009} } @incollection{NIPS2009_0858, title = {Time-Varying Dynamic Bayesian Networks}, author = {Le Song and Mladen Kolar and Eric Xing}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1732--1740}, year = {2009} } @incollection{NIPS2009_0862, title = {Particle-based Variational Inference for Continuous Systems}, author = {Alexander Ihler and Andrew Frank and Padhraic Smyth}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {826--834}, year = {2009} } @incollection{NIPS2009_0864, title = {Matrix Completion from Power-Law Distributed Samples}, author = {Raghu Meka and Prateek Jain and Inderjit Dhillon}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1258--1266}, year = {2009} } @incollection{NIPS2009_0865, title = {Group Sparse Coding}, author = {Samy Bengio and Fernando Pereira and Yoram Singer and Dennis Strelow}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {82--89}, year = {2009} } @incollection{NIPS2009_0868, title = {Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction}, author = {Aurelie Lozano and Grzegorz Swirszcz and Naoki Abe}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1150--1158}, year = {2009} } @incollection{NIPS2009_0870, title = {Which graphical models are difficult to learn?}, author = {Andrea Montanari and Jose Ayres Pereira}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1303--1311}, year = {2009} } @incollection{NIPS2009_0879, title = {Efficient and Accurate Lp-Norm Multiple Kernel Learning}, author = {Marius Kloft and Ulf Brefeld and Soeren Sonnenburg and Pavel Laskov and Klaus-Robert M\"{u}ller and Alexander Zien}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {997--1005}, year = {2009} } @incollection{NIPS2009_0880, title = {Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process}, author = {Finale Doshi-Velez and David Knowles and Shakir Mohamed and Zoubin Ghahramani}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1294--1302}, year = {2009} } @incollection{NIPS2009_0881, title = {Polynomial Semantic Indexing}, author = {Bing Bai and Jason Weston and David Grangier and Ronan Collobert and Kunihiko Sadamasa and Yanjun Qi and Corinna Cortes and Mehryar Mohri}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {64--72}, year = {2009} } @incollection{NIPS2009_0882, title = {A Game-Theoretic Approach to Hypergraph Clustering}, author = {Samuel Rota Bul\`{o} and Marcello Pelillo}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1571--1579}, year = {2009} } @incollection{NIPS2009_0890, title = {Learning models of object structure}, author = {Joseph Schlecht and Kobus Barnard}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1615--1623}, year = {2009} } @incollection{NIPS2009_0891, title = {Approximating MAP by Compensating for Structural Relaxations}, author = {Arthur Choi and Adnan Darwiche}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {351--359}, year = {2009} } @incollection{NIPS2009_0893, title = {Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions}, author = {Bharath Sriperumbudur and Kenji Fukumizu and Arthur Gretton and Gert Lanckriet and Bernhard Schoelkopf}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1750--1758}, year = {2009} } @incollection{NIPS2009_0894, title = {Lattice Regression}, author = {Eric Garcia and Maya Gupta}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {594--602}, year = {2009} } @incollection{NIPS2009_0897, title = {Modelling Relational Data using Bayesian Clustered Tensor Factorization}, author = {Ilya Sutskever and Ruslan Salakhutdinov and Joshua Tenenbaum}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1821--1828}, year = {2009} } @incollection{NIPS2009_0899, title = {Compressed Least-Squares Regression}, author = {Odalric Maillard and Remi Munos}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1213--1221}, year = {2009} } @incollection{NIPS2009_0900, title = {A Generalized Natural Actor-Critic Algorithm}, author = {Tetsuro Morimura and Eiji Uchibe and Junichiro Yoshimoto and Kenji Doya}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1312--1320}, year = {2009} } @incollection{NIPS2009_0901, title = {Construction of Nonparametric Bayesian Models from Parametric Bayes Equations}, author = {Peter Orbanz}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1392--1400}, year = {2009} } @incollection{NIPS2009_0910, title = {Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference}, author = {Michael Wick and Khashayar Rohanimanesh and Sameer Singh and Andrew McCallum}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2044--2052}, year = {2009} } @incollection{NIPS2009_0913, title = {On the Convergence of the Concave-Convex Procedure}, author = {Bharath Sriperumbudur and Gert Lanckriet}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1759--1767}, year = {2009} } @incollection{NIPS2009_0920, title = {A Neural Implementation of the Kalman Filter}, author = {Robert Wilson and Leif Finkel}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2062--2070}, year = {2009} } @incollection{NIPS2009_0929, title = {Rethinking LDA: Why Priors Matter}, author = {Hanna Wallach and David Mimno and Andrew McCallum}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1973--1981}, year = {2009} } @incollection{NIPS2009_0933, title = {Slow, Decorrelated Features for Pretraining Complex Cell-like Networks}, author = {James Bergstra and Yoshua Bengio}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {99--107}, year = {2009} } @incollection{NIPS2009_0934, title = {Efficient Match Kernel between Sets of Features for Visual Recognition}, author = {Liefeng Bo and Cristian Sminchisescu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {135--143}, year = {2009} } @incollection{NIPS2009_0935, title = {Conditional Neural Fields}, author = {Jian Peng and Liefeng Bo and Jinbo Xu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1419--1427}, year = {2009} } @incollection{NIPS2009_0936, title = {Label Selection on Graphs}, author = {Andrew Guillory and Jeff Bilmes}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {691--699}, year = {2009} } @incollection{NIPS2009_0940, title = {Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis}, author = {Alyson Fletcher and Sundeep Rangan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {540--548}, year = {2009} } @incollection{NIPS2009_0942, title = {Slow Learners are Fast}, author = {Martin Zinkevich and Alex Smola and John Langford}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2331--2339}, year = {2009} } @incollection{NIPS2009_0959, title = {Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity}, author = {Mathew Blaschko and Jacquelyn Shelton and Andreas Bartels}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {126--134}, year = {2009} } @incollection{NIPS2009_0960, title = {Nonparametric Latent Feature Models for Link Prediction }, author = {Kurt Miller and Thomas Griffiths and Michael Jordan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1276--1284}, year = {2009} } @incollection{NIPS2009_0961, title = {Distribution-Calibrated Hierarchical Classification}, author = {Ofer Dekel}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {450--458}, year = {2009} } @incollection{NIPS2009_0962, title = {Learning with Compressible Priors}, author = {Volkan Cevher}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {261--269}, year = {2009} } @incollection{NIPS2009_0963, title = {Sparse Estimation Using General Likelihoods and Non-Factorial Priors}, author = {David Wipf and Srikantan Nagarajan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2071--2079}, year = {2009} } @incollection{NIPS2009_0967, title = {Riffled Independence for Ranked Data}, author = {Jonathan Huang and Carlos Guestrin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {799--807}, year = {2009} } @incollection{NIPS2009_0971, title = {Learning to Hash with Binary Reconstructive Embeddings}, author = {Brian Kulis and Trevor Darrell}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1042--1050}, year = {2009} } @incollection{NIPS2009_0975, title = {Robust Nonparametric Regression with Metric-Space Valued Output}, author = {Matthias Hein}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {718--726}, year = {2009} } @incollection{NIPS2009_0978, title = {On Invariance in Hierarchical Models}, author = {Jake Bouvrie and Lorenzo Rosasco and Tomaso Poggio}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {162--170}, year = {2009} } @incollection{NIPS2009_0980, title = {Explaining human multiple object tracking as resource-constrained approximate inference in a dynamic probabilistic model}, author = {Ed Vul and Michael Frank and George Alvarez and Joshua Tenenbaum}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1955--1963}, year = {2009} } @incollection{NIPS2009_0982, title = {Complexity of Decentralized Control: Special Cases}, author = {Martin Allen and Shlomo Zilberstein}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {19--27}, year = {2009} } @incollection{NIPS2009_0983, title = {Adapting to the Shifting Intent of Search Queries}, author = {Umar Syed and Aleksandrs Slivkins and Nina Mishra}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1829--1837}, year = {2009} } @incollection{NIPS2009_0991, title = {Perceptual Multistability as Markov Chain Monte Carlo Inference}, author = {Samuel Gershman and Ed Vul and Joshua Tenenbaum}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {611--619}, year = {2009} } @incollection{NIPS2009_0997, title = {Accelerated Gradient Methods for Stochastic Optimization and Online Learning}, author = {Chonghai Hu and James Kwok and Weike Pan}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {781--789}, year = {2009} } @incollection{NIPS2009_1002, title = {Segmenting Scenes by Matching Image Composites}, author = {Bryan Russell and Alyosha Efros and Josef Sivic and Bill Freeman and Andrew Zisserman}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1580--1588}, year = {2009} } @incollection{NIPS2009_1005, title = {Information-theoretic lower bounds on the oracle complexity of convex optimization}, author = {Alekh Agarwal and Peter Bartlett and Pradeep Ravikumar and Martin Wainwright}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1--9}, year = {2009} } @incollection{NIPS2009_1006, title = {A Fast, Consistent Kernel Two-Sample Test}, author = {Arthur Gretton and Kenji Fukumizu and Zaid Harchaoui and Bharath Sriperumbudur}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {673--681}, year = {2009} } @incollection{NIPS2009_1007, title = {A Smoothed Approximate Linear Program}, author = {Vijay Desai and Vivek Farias and Ciamac Moallemi}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {459--467}, year = {2009} } @incollection{NIPS2009_1009, title = {Fast, smooth and adaptive regression in metric spaces}, author = {Samory Kpotufe}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1024--1032}, year = {2009} } @incollection{NIPS2009_1010, title = {Modeling the spacing effect in sequential category learning}, author = {Hongjing Lu and Matthew Weiden and Alan Yuille}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1159--1167}, year = {2009} } @incollection{NIPS2009_1021, title = {Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification}, author = {Amarnag Subramanya and Jeff Bilmes}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1803--1811}, year = {2009} } @incollection{NIPS2009_1025, title = {Semi-supervised Learning using Sparse Eigenfunction Bases}, author = {Kaushik Sinha and Mikhail Belkin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1687--1695}, year = {2009} } @incollection{NIPS2009_1030, title = {Randomized Pruning: Efficiently Calculating Expectations in Large Dynamic Programs}, author = {Alexandre Bouchard-C\^{o}t\'{e} and Slav Petrov and Dan Klein}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {144--152}, year = {2009} } @incollection{NIPS2009_1034, title = {Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing}, author = {Sundeep Rangan and Alyson Fletcher and Vivek Goyal}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1545--1553}, year = {2009} } @incollection{NIPS2009_1036, title = {Nonlinear directed acyclic structure learning with weakly additive noise models}, author = {Robert Tillman and Arthur Gretton and Peter Spirtes}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1847--1855}, year = {2009} } @incollection{NIPS2009_1038, title = {Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing}, author = {Matthias Seeger}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1633--1641}, year = {2009} } @incollection{NIPS2009_1048, title = {Dual Averaging Method for Regularized Stochastic Learning and Online Optimization}, author = {Lin Xiao}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2116--2124}, year = {2009} } @incollection{NIPS2009_1049, title = {Heterogeneous multitask learning with joint sparsity constraints}, author = {Xiaolin Yang and Seyoung Kim and Eric Xing}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2151--2159}, year = {2009} } @incollection{NIPS2009_1056, title = {Efficient Recovery of Jointly Sparse Vectors}, author = {Liang Sun and Jun Liu and Jianhui Chen and Jieping Ye}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1812--1820}, year = {2009} } @incollection{NIPS2009_1061, title = {Fast Learning from Non-i.i.d. Observations}, author = {Ingo Steinwart and Andreas Christmann}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1768--1776}, year = {2009} } @incollection{NIPS2009_1069, title = {An Integer Projected Fixed Point Method for Graph Matching and MAP Inference}, author = {Marius Leordeanu and Martial Hebert and Rahul Sukthankar }, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1114--1122}, year = {2009} } @incollection{NIPS2009_1070, title = {A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers}, author = {Sahand Negahban and Pradeep Ravikumar and Martin Wainwright and Bin Yu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1348--1356}, year = {2009} } @incollection{NIPS2009_1072, title = {Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models}, author = {Baback Moghaddam and Benjamin Marlin and Emtiyaz Khan and Kevin Murphy}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1285--1293}, year = {2009} } @incollection{NIPS2009_1076, title = {Subject independent EEG-based BCI decoding}, author = {Siamac Fazli and Cristian Grozea and Marton Danoczy and Benjamin Blankertz and Florin Popescu and Klaus-Robert Muller}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {513--521}, year = {2009} } @incollection{NIPS2009_1078, title = {Sequential effects reflect parallel learning of multiple environmental regularities}, author = {Matthew Wilder and Matt Jones and Michael Mozer}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {2053--2061}, year = {2009} } @incollection{NIPS2009_1080, title = {Hierarchical Learning of Dimensional Biases in Human Categorization}, author = {Katherine Heller and Adam Sanborn and Nick Chater}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {727--735}, year = {2009} } @incollection{NIPS2009_1085, title = {Streaming k-means approximation}, author = {Nir Ailon and Ragesh Jaiswal and Claire Monteleoni}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {10--18}, year = {2009} } @incollection{NIPS2009_1088, title = {Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness}, author = {Garvesh Raskutti and Martin Wainwright and Bin Yu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1563--1570}, year = {2009} } @incollection{NIPS2009_1091, title = {Neural Implementation of Hierarchical Bayesian Inference by Importance Sampling}, author = {Lei Shi and Thomas Griffiths}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1669--1677}, year = {2009} } @incollection{NIPS2009_1100, title = {An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism}, author = {Aaron Courville and Douglas Eck and Yoshua Bengio}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {405--413}, year = {2009} } @incollection{NIPS2009_1107, title = {Learning to Explore and Exploit in POMDPs}, author = {Chenghui Cai and Xuejun Liao and Lawrence Carin}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {198--206}, year = {2009} } @incollection{NIPS2009_1109, title = {Posterior vs Parameter Sparsity in Latent Variable Models}, author = {Joao Graca and Kuzman Ganchev and Ben Taskar and Fernando Pereira}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {664--672}, year = {2009} } @incollection{NIPS2009_1110, title = {A Parameter-free Hedging Algorithm}, author = {Kamalika Chaudhuri and Yoav Freund and Daniel Hsu}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {297--305}, year = {2009} } @incollection{NIPS2009_1113, title = {A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds}, author = {Paris Smaragdis and Madhusudana Shashanka and Bhiksha Raj}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1705--1713}, year = {2009} } @incollection{NIPS2009_1121, title = {Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation}, author = {Hamid Maei and Csaba Szepesvari and Shalabh Bhatnagar and Doina Precup and David Silver and Rich Sutton}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1204--1212}, year = {2009} } @incollection{NIPS2009_1140, title = {Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis}, author = {Barry Chai and Dirk Walther and Diane Beck and Li Fei-Fei}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {270--278}, year = {2009} } @incollection{NIPS2009_1143, title = {Filtering Abstract Senses From Image Search Results}, author = {Kate Saenko and Trevor Darrell}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1589--1597}, year = {2009} } @incollection{NIPS2009_1147, title = {Learning transport operators for image manifolds}, author = {Benjamin Culpepper and Bruno Olshausen}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {423--431}, year = {2009} } @incollection{NIPS2009_1149, title = {Multi-Label Prediction via Sparse Infinite CCA}, author = {Piyush Rai and Hal Daume}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1518--1526}, year = {2009} } @incollection{NIPS2009_1151, title = {Structural inference affects depth perception in the context of potential occlusion}, author = {Ian Stevenson and Konrad Koerding}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1777--1784}, year = {2009} } @incollection{NIPS2009_1159, title = {Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation}, author = {Jie Luo and Barbara Caputo and Vittorio Ferrari}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1168--1176}, year = {2009} } @incollection{NIPS2009_1160, title = {Periodic Step Size Adaptation for Single Pass On-line Learning}, author = {Chun-Nan Hsu and Yu-Ming Chang and Hanshen Huang and Yuh-Jye Lee}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {763--771}, year = {2009} } @incollection{NIPS2009_1170, title = {Compositionality of optimal control laws}, author = {Emanuel Todorov}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1856--1864}, year = {2009} } @incollection{NIPS2009_1171, title = {Unsupervised feature learning for audio classification using convolutional deep belief networks}, author = {Honglak Lee and Peter Pham and Yan Largman and Andrew Ng}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1096--1104}, year = {2009} } @incollection{NIPS2009_1181, title = {Submanifold density estimation}, author = {ARKADAS OZAKIN and Alexander Gray}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1375--1382}, year = {2009} } @incollection{NIPS2009_1185, title = {Solving Stochastic Games}, author = {Liam Mac Dermed and Charles Isbell}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1186--1194}, year = {2009} } @incollection{NIPS2009_1192, title = {Help or Hinder: Bayesian Models of Social Goal Inference}, author = {Tomer Ullman and Chris Baker and Owen Macindoe and Owain Evans and Noah Goodman and Joshua Tenenbaum}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1874--1882}, year = {2009} } @incollection{NIPS2009_1195, title = {White Functionals for Anomaly Detection in Dynamical Systems}, author = {Marco Cuturi and Jean-Philippe Vert and Alexandre D'Aspremont}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {432--440}, year = {2009} } @incollection{NIPS2009_1202, title = {Bilinear classifiers for visual recognition}, author = {Hamed Pirsiavash and Deva Ramanan and Charless Fowlkes}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1482--1490}, year = {2009} } @incollection{NIPS2009_1210, title = {Measuring model complexity with the prior predictive}, author = {Wolf Vanpaemel}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta}, pages = {1919--1927}, year = {2009} }