@incollection{NIPS2007_23,
 title = {Classification via Minimum Incremental Coding Length (MICL)},
 author = {John Wright and Yangyu Tao and Zhouchen Lin and Yi Ma and Heung-Yeung Shum},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1633--1640},
 year = {2008}
}
@incollection{NIPS2007_38,
 title = {Optimal models of sound localization by barn owls},
 author = {Brian Fischer},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {449--456},
 year = {2008}
}
@incollection{NIPS2007_44,
 title = {A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections},
 author = {Ping Li and Trevor Hastie},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {905--912},
 year = {2008}
}
@incollection{NIPS2007_50,
 title = {Support Vector Machine Classification with Indefinite Kernels},
 author = {Ronny Luss and Alexandre D'Aspremont},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {953--960},
 year = {2008}
}
@incollection{NIPS2007_51,
 title = {Nearest-Neighbor-Based Active Learning for Rare Category Detection},
 author = {Jingrui He and Jaime Carbonell},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {633--640},
 year = {2008}
}
@incollection{NIPS2007_54,
 title = {Learning and using relational theories},
 author = {Charles Kemp and Noah Goodman and Joshua Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {753--760},
 year = {2008}
}
@incollection{NIPS2007_56,
 title = {Topmoumoute Online Natural Gradient Algorithm},
 author = {Nicolas Le Roux and Pierre-Antoine Manzagol and Yoshua Bengio},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {849--856},
 year = {2008}
}
@incollection{NIPS2007_60,
 title = {FilterBoost: Regression and Classification on Large Datasets},
 author = {Joseph K Bradley and Robert Schapire},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {185--192},
 year = {2008}
}
@incollection{NIPS2007_63,
 title = {Simulated Annealing: Rigorous finite-time guarantees for optimization on continuous domains},
 author = {Andrea Lecchini-Visintini and John Lygeros and Jan Maciejowski},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {865--872},
 year = {2008}
}
@incollection{NIPS2007_67,
 title = {Variational inference for Markov jump processes},
 author = {Manfred Opper and Guido Sanguinetti},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1105--1112},
 year = {2008}
}
@incollection{NIPS2007_82,
 title = {Cooled and Relaxed Survey Propagation for MRFs},
 author = {Hai Leong Chieu and Wee Sun Lee and Yee Whye Teh},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {297--304},
 year = {2008}
}
@incollection{NIPS2007_95,
 title = {Cluster Stability for Finite Samples},
 author = {Ohad Shamir and Naftali Tishby},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1297--1304},
 year = {2008}
}
@incollection{NIPS2007_100,
 title = {Infinite State Bayes-Nets for Structured Domains},
 author = {Max Welling and Ian Porteous and Evgeniy Bart},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1601--1608},
 year = {2008}
}
@incollection{NIPS2007_102,
 title = {Spatial Latent Dirichlet Allocation},
 author = {Xiaogang Wang and Eric Grimson},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1577--1584},
 year = {2008}
}
@incollection{NIPS2007_103,
 title = {EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection},
 author = {Pierre Ferrez and José del R. Millán},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {441--448},
 year = {2008}
}
@incollection{NIPS2007_110,
 title = {People Tracking with the Laplacian Eigenmaps Latent Variable Model},
 author = {Zhengdong Lu and Miguel Carreira-Perpinan and Cristian Sminchisescu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1705--1712},
 year = {2008}
}
@incollection{NIPS2007_121,
 title = {Kernels on Attributed Pointsets with Applications},
 author = {Mehul Parsana and Sourangshu Bhattacharya and Chiru Bhattacharya and K. R.  Ramakrishnan},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1129--1136},
 year = {2008}
}
@incollection{NIPS2007_133,
 title = {Learning the structure of manifolds using random projections},
 author = {Yoav Freund and Sanjoy Dasgupta and Mayank Kabra and Nakul Verma},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {473--480},
 year = {2008}
}
@incollection{NIPS2007_140,
 title = {Ensemble Clustering using Semidefinite Programming},
 author = {Vikas Singh and Lopamudra Mukherjee and Jiming Peng and Jinhui Xu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1353--1360},
 year = {2008}
}
@incollection{NIPS2007_160,
 title = {Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms},
 author = {Dominik Endres and Mike Oram and Johannes Schindelin and Peter Foldiak},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {393--400},
 year = {2008}
}
@incollection{NIPS2007_164,
 title = {Regularized Boost for Semi-Supervised Learning},
 author = {Ke Chen and Shihai Wang},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {281--288},
 year = {2008}
}
@incollection{NIPS2007_166,
 title = {Inferring Elapsed Time from Stochastic Neural Processes},
 author = {Misha Ahrens and Maneesh Sahani},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1--8},
 year = {2008}
}
@incollection{NIPS2007_170,
 title = {An online Hebbian learning rule that performs Independent Component Analysis},
 author = {Claudia Clopath and André Longtin and Wulfram Gerstner},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {321--328},
 year = {2008}
}
@incollection{NIPS2007_178,
 title = {A general agnostic active learning algorithm},
 author = {Sanjoy Dasgupta and Daniel Hsu and Claire Monteleoni},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {353--360},
 year = {2008}
}
@incollection{NIPS2007_186,
 title = {A Spectral Regularization Framework for Multi-Task Structure Learning},
 author = {Andreas Argyriou and Charles A.  Micchelli and Massimiliano Pontil and Yiming  Ying},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {25--32},
 year = {2008}
}
@incollection{NIPS2007_188,
 title = {HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation},
 author = {Bing Zhao and Eric P. Xing},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1689--1696},
 year = {2008}
}
@incollection{NIPS2007_195,
 title = {Compressed Regression},
 author = {Shuheng Zhou and John Lafferty and Larry Wasserman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1713--1720},
 year = {2008}
}
@incollection{NIPS2007_197,
 title = {Stability Bounds for Non-i.i.d. Processes},
 author = {Mehryar Mohri and Afshin Rostamizadeh},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1025--1032},
 year = {2008}
}
@incollection{NIPS2007_205,
 title = {Selecting Observations against Adversarial Objectives},
 author = {Andreas Krause and Brendan McMahan and Carlos Guestrin and Anupam Gupta},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {777--784},
 year = {2008}
}
@incollection{NIPS2007_219,
 title = {Learning with Transformation Invariant Kernels},
 author = {Christian Walder and Olivier Chapelle},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1561--1568},
 year = {2008}
}
@incollection{NIPS2007_228,
 title = {Anytime Induction of Cost-sensitive Trees},
 author = {Saher Esmeir and Shaul Markovitch},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {425--432},
 year = {2008}
}
@incollection{NIPS2007_232,
 title = {Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation},
 author = {Masashi Sugiyama and Shinichi Nakajima and Hisashi Kashima and Paul Von Buenau and Motoaki Kawanabe},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1433--1440},
 year = {2008}
}
@incollection{NIPS2007_234,
 title = {Receptive Fields without Spike-Triggering},
 author = {Jakob Macke and Guenther  Zeck and Matthias Bethge},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {969--976},
 year = {2008}
}
@incollection{NIPS2007_238,
 title = {On higher-order perceptron algorithms},
 author = {Claudio Gentile and Fabio Vitale and Cristian Brotto},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {521--528},
 year = {2008}
}
@incollection{NIPS2007_243,
 title = {Scene Segmentation with CRFs Learned from Partially Labeled Images},
 author = {Jakob Verbeek and Bill Triggs},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1553--1560},
 year = {2008}
}
@incollection{NIPS2007_259,
 title = {What makes some POMDP problems easy to approximate?},
 author = {David Hsu and Wee Sun Lee and Nan Rong},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {689--696},
 year = {2008}
}
@incollection{NIPS2007_260,
 title = {Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons},
 author = {Emre Neftci and Elisabetta Chicca and Giacomo Indiveri and Jean-Jeacques Slotine and Rodney Douglas},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1073--1080},
 year = {2008}
}
@incollection{NIPS2007_263,
 title = {An Analysis of Convex Relaxations for MAP Estimation},
 author = {Pawan Mudigonda and Vladimir Kolmogorov and Philip Torr},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1041--1048},
 year = {2008}
}
@incollection{NIPS2007_276,
 title = {Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression},
 author = {Sennay Ghebreab and Arnold Smeulders and Pieter Adriaans},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {537--544},
 year = {2008}
}
@incollection{NIPS2007_284,
 title = {Bayesian Inference for Spiking Neuron Models with a Sparsity Prior},
 author = {Sebastian Gerwinn and Jakob Macke and Matthias Seeger and Matthias Bethge},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {529--536},
 year = {2008}
}
@incollection{NIPS2007_290,
 title = {Markov Chain Monte Carlo with People},
 author = {Adam Sanborn and Thomas Griffiths},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1265--1272},
 year = {2008}
}
@incollection{NIPS2007_293,
 title = {Statistical Analysis of Semi-Supervised Regression},
 author = {John Lafferty and Larry Wasserman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {801--808},
 year = {2008}
}
@incollection{NIPS2007_294,
 title = {Incremental Natural Actor-Critic Algorithms},
 author = {Shalabh Bhatnagar and Richard Sutton and Mohammad Ghavamzadeh and Mark Lee},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {105--112},
 year = {2008}
}
@incollection{NIPS2007_296,
 title = {Near-Maximum Entropy Models for Binary Neural Representations of Natural Images},
 author = {Matthias Bethge and Philipp Berens},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {97--104},
 year = {2008}
}
@incollection{NIPS2007_316,
 title = {Convex Clustering with Exemplar-Based Models},
 author = {Danial Lashkari and Polina Golland},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {825--832},
 year = {2008}
}
@incollection{NIPS2007_327,
 title = {Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations},
 author = {M. M. Mahmud and Sylvian Ray},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {985--992},
 year = {2008}
}
@incollection{NIPS2007_329,
 title = {Random Sampling of States in Dynamic Programming},
 author = {Chris Atkeson and Benjamin Stephens},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {33--40},
 year = {2008}
}
@incollection{NIPS2007_331,
 title = {The Infinite Gamma-Poisson Feature Model},
 author = {Michalis Titsias},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1513--1520},
 year = {2008}
}
@incollection{NIPS2007_334,
 title = {Better than least squares: comparison of objective functions for estimating linear-nonlinear models},
 author = {Tatyana Sharpee},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1305--1312},
 year = {2008}
}
@incollection{NIPS2007_344,
 title = {Retrieved context and the discovery of semantic structure},
 author = {Vinayak Rao and Marc Howard},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1193--1200},
 year = {2008}
}
@incollection{NIPS2007_346,
 title = {A Constraint Generation Approach to Learning Stable Linear Dynamical Systems},
 author = {Sajid Siddiqi and Byron Boots and Geoffrey Gordon},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1329--1336},
 year = {2008}
}
@incollection{NIPS2007_347,
 title = {Boosting the Area under the ROC Curve},
 author = {Phil Long and Rocco Servedio},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {945--952},
 year = {2008}
}
@incollection{NIPS2007_349,
 title = {Scan Strategies for Meteorological Radars},
 author = {Victoria Manfredi and Jim Kurose},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {993--1000},
 year = {2008}
}
@incollection{NIPS2007_351,
 title = {Experience-Guided Search:  A Theory of Attentional Control},
 author = {Michael Mozer and David Baldwin},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1033--1040},
 year = {2008}
}
@incollection{NIPS2007_353,
 title = {Theoretical Analysis of Heuristic Search Methods for Online POMDPs},
 author = {Stephane Ross and Joelle Pineau and Brahim Chaib-draa},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1233--1240},
 year = {2008}
}
@incollection{NIPS2007_366,
 title = {Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes},
 author = {John Cunningham and Byron Yu and Krishna Shenoy and Maneesh Sahani},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {329--336},
 year = {2008}
}
@incollection{NIPS2007_368,
 title = {Comparing Bayesian models for multisensory cue combination without mandatory integration},
 author = {Ulrik Beierholm and Konrad Kording and Ladan Shams and Wei Ji Ma},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {81--88},
 year = {2008}
}
@incollection{NIPS2007_375,
 title = {Learning Horizontal Connections in a Sparse Coding Model of Natural Images},
 author = {Pierre Garrigues and Bruno Olshausen},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {505--512},
 year = {2008}
}
@incollection{NIPS2007_391,
 title = {Rapid Inference on a Novel AND/OR graph for Object  Detection, Segmentation and Parsing},
 author = {Yuanhao Chen and Long Zhu and Chenxi Lin and Alan Yuille and Hongjiang Zhang},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {289--296},
 year = {2008}
}
@incollection{NIPS2007_415,
 title = {SpAM:  Sparse Additive Models},
 author = {Pradeep Ravikumar and Han Liu and John Lafferty and Larry Wasserman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1201--1208},
 year = {2008}
}
@incollection{NIPS2007_416,
 title = {Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons},
 author = {Lars Buesing and Wolfgang Maass},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {193--200},
 year = {2008}
}
@incollection{NIPS2007_423,
 title = {Consistent Minimization of Clustering Objective Functions},
 author = {Ulrike Von Luxburg and Sebastien Bubeck and Stefanie Jegelka and Michael Kaufmann},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {961--968},
 year = {2008}
}
@incollection{NIPS2007_429,
 title = {Optimal ROC Curve for a Combination of Classifiers},
 author = {Marco Barreno and Alvaro Cardenas and J. D. Tygar},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {57--64},
 year = {2008}
}
@incollection{NIPS2007_431,
 title = {Multi-task Gaussian Process Prediction},
 author = {Edwin Bonilla and Kian Ming  Chai and Chris Williams},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {153--160},
 year = {2008}
}
@incollection{NIPS2007_435,
 title = {Parallelizing Support Vector Machines on Distributed Computers},
 author = {Edward Chang and Kaihua Zhu and Hao Wang and Hongjie Bai and Jian Li and Zhihuan Qiu and Hang Cui},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {257--264},
 year = {2008}
}
@incollection{NIPS2007_440,
 title = {Heterogeneous Component Analysis},
 author = {Shigeyuki Oba and Motoaki Kawanabe and Klaus-Robert Müller and Shin Ishii},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1097--1104},
 year = {2008}
}
@incollection{NIPS2007_442,
 title = {A probabilistic model for generating realistic lip movements from speech},
 author = {Gwenn Englebienne and Tim Cootes and Magnus Rattray},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {401--408},
 year = {2008}
}
@incollection{NIPS2007_445,
 title = {Multi-Task Learning via Conic Programming},
 author = {Tsuyoshi Kato and Hisashi Kashima and Masashi Sugiyama and Kiyoshi Asai},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {737--744},
 year = {2008}
}
@incollection{NIPS2007_454,
 title = {A neural network implementing optimal state estimation based on dynamic spike train decoding},
 author = {Omer  Bobrowski  and Ron Meir and Shy Shoham and Yonina  Eldar },
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {145--152},
 year = {2008}
}
@incollection{NIPS2007_470,
 title = {Bundle Methods for Machine Learning},
 author = {Alex Smola and S V N Vishwanathan and Quoc Le},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1377--1384},
 year = {2008}
}
@incollection{NIPS2007_471,
 title = {GRIFT: A graphical model for inferring visual classification features from human data},
 author = {Michael Ross and Andrew Cohen},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1217--1224},
 year = {2008}
}
@incollection{NIPS2007_472,
 title = {Progressive mixture rules are deviation suboptimal},
 author = {Jean-Yves Audibert},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {41--48},
 year = {2008}
}
@incollection{NIPS2007_492,
 title = {Colored Maximum Variance Unfolding},
 author = {Le Song and Alex Smola and Karsten Borgwardt and Arthur Gretton},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1385--1392},
 year = {2008}
}
@incollection{NIPS2007_494,
 title = {How SVMs can estimate quantiles and the median},
 author = {Andreas CHRISTMANN and Ingo Steinwart},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {305--312},
 year = {2008}
}
@incollection{NIPS2007_496,
 title = {Bayesian Co-Training},
 author = {Shipeng  Yu and Balaji Krishnapuram and Romer Rosales and Harald Steck and R. Bharat Rao},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1665--1672},
 year = {2008}
}
@incollection{NIPS2007_514,
 title = {Temporal Difference Updating without a Learning Rate},
 author = {Marcus Hutter and Shane Legg},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {705--712},
 year = {2008}
}
@incollection{NIPS2007_524,
 title = {A Randomized Algorithm for Large Scale Support Vector Learning},
 author = {Krishnan Kumar and Chiru Bhattacharya and Ramesh Hariharan},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {793--800},
 year = {2008}
}
@incollection{NIPS2007_525,
 title = {Collective Inference on Markov Models for Modeling Bird Migration},
 author = {Daniel Sheldon and M.A. Saleh Elmohamed and Dexter Kozen},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1321--1328},
 year = {2008}
}
@incollection{NIPS2007_534,
 title = {Efficient Convex Relaxation for Transductive Support Vector Machine},
 author = {Zenglin Xu and Rong Jin and Jianke Zhu and Irwin King and Michael Lyu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1641--1648},
 year = {2008}
}
@incollection{NIPS2007_535,
 title = {On Ranking in Survival Analysis: Bounds on the Concordance Index},
 author = {Vikas Raykar and Harald Steck and Balaji Krishnapuram and Cary  Dehing-Oberije and Philippe  Lambin},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1209--1216},
 year = {2008}
}
@incollection{NIPS2007_539,
 title = {Adaptive Embedded Subgraph Algorithms using Walk-Sum Analysis},
 author = {Venkat Chandrasekaran and Jason Johnson and Alan Willsky},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {249--256},
 year = {2008}
}
@incollection{NIPS2007_546,
 title = {Learning Visual Attributes},
 author = {Vittorio Ferrari and Andrew Zisserman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {433--440},
 year = {2008}
}
@incollection{NIPS2007_552,
 title = {The Generalized FITC Approximation},
 author = {Andrew Naish-Guzman and Sean Holden},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1057--1064},
 year = {2008}
}
@incollection{NIPS2007_557,
 title = {Continuous Time Particle Filtering for fMRI},
 author = {Lawrence Murray and Amos Storkey},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1049--1056},
 year = {2008}
}
@incollection{NIPS2007_559,
 title = {Kernel Measures of Conditional Dependence},
 author = {Kenji Fukumizu and Arthur Gretton and Xiaohai Sun and Bernhard Schölkopf},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {489--496},
 year = {2008}
}
@incollection{NIPS2007_560,
 title = {One-Pass Boosting},
 author = {Zafer Barutcuoglu and Phil Long and Rocco Servedio},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {73--80},
 year = {2008}
}
@incollection{NIPS2007_565,
 title = {Measuring Neural Synchrony by Message Passing},
 author = {Justin Dauwels and François Vialatte and Tomasz Rutkowski and Andrzej Cichocki},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {361--368},
 year = {2008}
}
@incollection{NIPS2007_575,
 title = {Multiple-Instance Pruning For Learning Efficient Cascade Detectors},
 author = {Cha Zhang and Paul Viola},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1681--1688},
 year = {2008}
}
@incollection{NIPS2007_579,
 title = {Convex Relaxations of Latent Variable Training},
 author = {Yuhong Guo and Dale Schuurmans},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {601--608},
 year = {2008}
}
@incollection{NIPS2007_580,
 title = {Stable Dual Dynamic Programming},
 author = {Tao Wang and Daniel Lizotte and Michael Bowling and Dale Schuurmans},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1569--1576},
 year = {2008}
}
@incollection{NIPS2007_581,
 title = {A Risk Minimization Principle for a Class of Parzen Estimators},
 author = {Kristiaan Pelckmans and Johan Suykens and Bart De Moor},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1137--1144},
 year = {2008}
}
@incollection{NIPS2007_585,
 title = {Exponential Family Predictive Representations of State},
 author = {David Wingate and Satinder Singh Baveja},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1617--1624},
 year = {2008}
}
@incollection{NIPS2007_587,
 title = {Modeling homophily and stochastic equivalence in symmetric relational data},
 author = {Peter Hoff},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {657--664},
 year = {2008}
}
@incollection{NIPS2007_592,
 title = {Agreement-Based Learning},
 author = {Percy Liang and Dan Klein and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {913--920},
 year = {2008}
}
@incollection{NIPS2007_599,
 title = {Competition Adds Complexity},
 author = {Judy Goldsmith and Martin  Mundhenk},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {561--568},
 year = {2008}
}
@incollection{NIPS2007_602,
 title = {Learning to classify complex patterns using a VLSI network of spiking neurons},
 author = {Srinjoy Mitra and Giacomo Indiveri and Stefano Fusi},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1009--1016},
 year = {2008}
}
@incollection{NIPS2007_607,
 title = {Extending position/phase-shift tuning to motion energy neurons improves velocity discrimination},
 author = {Yiu Man Lam and Bertram Shi},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {809--816},
 year = {2008}
}
@incollection{NIPS2007_612,
 title = {COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking },
 author = {Markus Weimer and Alexandros Karatzoglou and Quoc Le and Alex Smola},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1593--1600},
 year = {2008}
}
@incollection{NIPS2007_613,
 title = {Hierarchical Penalization},
 author = {Marie Szafranski and Yves Grandvalet and Pierre Morizet-Mahoudeaux},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1457--1464},
 year = {2008}
}
@incollection{NIPS2007_614,
 title = {Efficient multiple hyperparameter learning for log-linear models},
 author = {Chuong Do and Chuan-Sheng Foo and Andrew Ng},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {377--384},
 year = {2008}
}
@incollection{NIPS2007_628,
 title = {Learning Bounds for Domain Adaptation},
 author = {John Blitzer and Koby Crammer and Alex Kulesza and Fernando Pereira and Jennifer Wortman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {129--136},
 year = {2008}
}
@incollection{NIPS2007_630,
 title = {Discriminative Log-Linear Grammars with Latent Variables},
 author = {Slav Petrov and Dan Klein},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1153--1160},
 year = {2008}
}
@incollection{NIPS2007_631,
 title = {Online Linear Regression and Its Application to Model-Based Reinforcement Learning},
 author = {Alexander Strehl and Michael Littman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1417--1424},
 year = {2008}
}
@incollection{NIPS2007_637,
 title = {Mining Internet-Scale Software Repositories},
 author = {Erik Linstead and Paul Rigor and Sushil Bajracharya and Cristina Lopes and Pierre Baldi},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {929--936},
 year = {2008}
}
@incollection{NIPS2007_643,
 title = {Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity},
 author = {Robert Legenstein and Dejan Pecevski and Wolfgang Maass},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {881--888},
 year = {2008}
}
@incollection{NIPS2007_644,
 title = {Configuration Estimates Improve Pedestrian Finding},
 author = {Duan Tran and David Forsyth},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1529--1536},
 year = {2008}
}
@incollection{NIPS2007_663,
 title = {Efficient Bayesian Inference for Dynamically Changing Graphs},
 author = {Ozgur Sumer and Umut Acar and Alexander T. Ihler and Ramgopal R. Mettu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1441--1448},
 year = {2008}
}
@incollection{NIPS2007_664,
 title = {The Noisy-Logical Distribution and its Application to Causal Inference},
 author = {Alan Yuille and HongJing Lu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1673--1680},
 year = {2008}
}
@incollection{NIPS2007_665,
 title = {Modelling motion primitives and their timing in biologically executed movements},
 author = {Ben Williams and Marc Toussaint and Amos Storkey},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1609--1616},
 year = {2008}
}
@incollection{NIPS2007_672,
 title = {Distributed Inference for Latent Dirichlet Allocation},
 author = {David Newman and Arthur Asuncion and Padhraic Smyth and Max Welling},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1081--1088},
 year = {2008}
}
@incollection{NIPS2007_673,
 title = {Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs},
 author = {Ambuj Tewari and Peter Bartlett},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1505--1512},
 year = {2008}
}
@incollection{NIPS2007_674,
 title = {A learning framework for nearest neighbor search},
 author = {Lawrence Cayton and Sanjoy Dasgupta},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {233--240},
 year = {2008}
}
@incollection{NIPS2007_681,
 title = {Modeling Natural Sounds with Modulation Cascade Processes},
 author = {Richard Turner and Maneesh Sahani},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1545--1552},
 year = {2008}
}
@incollection{NIPS2007_682,
 title = {Regret Minimization in Games with Incomplete Information},
 author = {Martin Zinkevich and Michael Johanson and Michael Bowling and Carmelo Piccione},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1729--1736},
 year = {2008}
}
@incollection{NIPS2007_690,
 title = {Iterative Non-linear Dimensionality Reduction with Manifold Sculpting},
 author = {Michael Gashler and Dan Ventura and Tony Martinez},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {513--520},
 year = {2008}
}
@incollection{NIPS2007_695,
 title = {Computational Equivalence of Fixed Points and No Regret Algorithms, and Convergence to Equilibria},
 author = {Elad Hazan and Satyen Kale},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {625--632},
 year = {2008}
}
@incollection{NIPS2007_699,
 title = {Adaptive Online Gradient Descent},
 author = {Peter Bartlett and Elad Hazan and Alexander Rakhlin},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {65--72},
 year = {2008}
}
@incollection{NIPS2007_700,
 title = {Catching Change-points with Lasso},
 author = {Zaid Harchaoui and Céline LEVY-LEDUC},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {617--624},
 year = {2008}
}
@incollection{NIPS2007_703,
 title = {Discriminative Keyword Selection Using Support Vector Machines},
 author = {William Campbell and Fred Richardson},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {209--216},
 year = {2008}
}
@incollection{NIPS2007_706,
 title = {Sequential Hypothesis Testing under Stochastic Deadlines},
 author = {Peter Frazier and Angela Yu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {465--472},
 year = {2008}
}
@incollection{NIPS2007_707,
 title = {A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses },
 author = {Massimiliano Giulioni and Mario Pannunzi and Davide Badoni and Vittorio Dante and Paolo Del giudice},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {545--552},
 year = {2008}
}
@incollection{NIPS2007_711,
 title = {The Distribution Family of Similarity Distances},
 author = {Gertjan Burghouts and Arnold Smeulders and Jan-Mark Geusebroek},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {201--208},
 year = {2008}
}
@incollection{NIPS2007_726,
 title = {The Tradeoffs of Large Scale Learning},
 author = {Leon Bottou and Olivier  Bousquet},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {161--168},
 year = {2008}
}
@incollection{NIPS2007_730,
 title = {A Kernel Statistical Test of Independence},
 author = {Arthur Gretton and Kenji Fukumizu and Choon Hui Teo and Le Song and Bernhard Schölkopf and Alex Smola},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {585--592},
 year = {2008}
}
@incollection{NIPS2007_737,
 title = {Discriminative K-means for Clustering},
 author = {Jieping Ye and Zheng Zhao and Mingrui Wu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1649--1656},
 year = {2008}
}
@incollection{NIPS2007_747,
 title = {A General Boosting Method and its Application to Learning Ranking Functions for Web Search},
 author = {Zhaohui Zheng and Hongyuan Zha and Tong Zhang and Olivier Chapelle and Keke Chen and Gordon Sun},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1697--1704},
 year = {2008}
}
@incollection{NIPS2007_751,
 title = {Hidden Common Cause Relations in Relational Learning},
 author = {Ricardo Silva and Wei Chu and Zoubin Ghahramani},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1345--1352},
 year = {2008}
}
@incollection{NIPS2007_754,
 title = {Evaluating Search Engines by Modeling the Relationship Between Relevance and  Clicks},
 author = {Ben Carterette and Rosie Jones},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {217--224},
 year = {2008}
}
@incollection{NIPS2007_756,
 title = {Catching Up Faster in Bayesian Model Selection and Model Averaging},
 author = {Tim Van Erven and Peter Grunwald and Steven De Rooij},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {417--424},
 year = {2008}
}
@incollection{NIPS2007_758,
 title = {The Price of Bandit Information for Online Optimization},
 author = {Varsha Dani and Thomas Hayes and Sham Kakade},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {345--352},
 year = {2008}
}
@incollection{NIPS2007_760,
 title = {Bayesian Agglomerative Clustering with Coalescents},
 author = {Yee Whye Teh and Hal Daume III and Daniel Roy},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1473--1480},
 year = {2008}
}
@incollection{NIPS2007_763,
 title = {Collapsed Variational Inference for HDP},
 author = {Yee Whye Teh and Kenichi Kurihara and Max Welling},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1481--1488},
 year = {2008}
}
@incollection{NIPS2007_770,
 title = {Second Order Bilinear Discriminant Analysis for single trial EEG analysis},
 author = {Christoforos Christoforou and Paul Sajda and Lucas C. Parra},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {313--320},
 year = {2008}
}
@incollection{NIPS2007_778,
 title = {Object Recognition by Scene Alignment},
 author = {Bryan Russell and Antonio Torralba and Ce Liu and Rob Fergus and William Freeman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1241--1248},
 year = {2008}
}
@incollection{NIPS2007_780,
 title = {An Analysis of Inference with the Universum},
 author = {Fabian Sinz and Olivier Chapelle and Alekh Agarwal and Bernhard Schölkopf},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1369--1376},
 year = {2008}
}
@incollection{NIPS2007_781,
 title = {Local Algorithms for Approximate Inference in Minor-Excluded Graphs},
 author = {Kyomin Jung and Devavrat Shah},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {729--736},
 year = {2008}
}
@incollection{NIPS2007_782,
 title = {Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization},
 author = {XuanLong Nguyen and Martin Wainwright and Michael Jordan},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1089--1096},
 year = {2008}
}
@incollection{NIPS2007_785,
 title = {The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information},
 author = {John Langford and Tong Zhang},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {817--824},
 year = {2008}
}
@incollection{NIPS2007_793,
 title = {Blind channel identification for speech dereverberation using l1-norm sparse learning},
 author = {Yuanqing Lin and Jingdong Chen and Youngmoo Kim and Daniel Lee},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {921--928},
 year = {2008}
}
@incollection{NIPS2007_800,
 title = {Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data},
 author = {Sabri Boutemedjet and Djemel Ziou and Nizar Bouguila},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {177--184},
 year = {2008}
}
@incollection{NIPS2007_805,
 title = {Subspace-Based Face Recognition in Analog VLSI},
 author = {Gonzalo Carvajal and Waldo Valenzuela and Miguel Figueroa},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {225--232},
 year = {2008}
}
@incollection{NIPS2007_807,
 title = {Computing Robust Counter-Strategies},
 author = {Michael Johanson and Martin Zinkevich and Michael Bowling},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {721--728},
 year = {2008}
}
@incollection{NIPS2007_809,
 title = {Structured Learning with Approximate Inference},
 author = {Alex Kulesza and Fernando Pereira},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {785--792},
 year = {2008}
}
@incollection{NIPS2007_812,
 title = {Augmented Functional Time Series Representation and Forecasting with Gaussian Processes},
 author = {Nicolas Chapados and Yoshua Bengio},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {265--272},
 year = {2008}
}
@incollection{NIPS2007_813,
 title = {New Outer Bounds on the Marginal Polytope},
 author = {David Sontag and Tommi Jaakkola},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1393--1400},
 year = {2008}
}
@incollection{NIPS2007_833,
 title = {Random Features for Large-Scale Kernel Machines},
 author = {Ali Rahimi and Benjamin Recht},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1177--1184},
 year = {2008}
}
@incollection{NIPS2007_837,
 title = {The Infinite Markov Model},
 author = {Daichi Mochihashi and Eiichiro Sumita},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1017--1024},
 year = {2008}
}
@incollection{NIPS2007_845,
 title = {McRank: Learning to Rank Using Multiple Classification and Gradient Boosting},
 author = {Ping Li and Christopher Burges and Qiang Wu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {897--904},
 year = {2008}
}
@incollection{NIPS2007_849,
 title = {Non-parametric Modeling of Partially Ranked Data},
 author = {Guy Lebanon and Yi Mao},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {857--864},
 year = {2008}
}
@incollection{NIPS2007_853,
 title = {Fast Variational Inference for Large-scale Internet Diagnosis},
 author = {John Platt and Emre Kiciman and David Maltz},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1169--1176},
 year = {2008}
}
@incollection{NIPS2007_854,
 title = {Efficient Inference for Distributions on Permutations},
 author = {Jonathan Huang and Carlos Guestrin and Leonidas Guibas},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {697--704},
 year = {2008}
}
@incollection{NIPS2007_863,
 title = {Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition},
 author = {Maryam Mahdaviani and Tanzeem Choudhury},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {977--984},
 year = {2008}
}
@incollection{NIPS2007_865,
 title = {Bayes-Adaptive POMDPs},
 author = {Stephane Ross and Brahim Chaib-draa and Joelle Pineau},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1225--1232},
 year = {2008}
}
@incollection{NIPS2007_870,
 title = {DIFFRAC: a discriminative and flexible framework for clustering},
 author = {Francis Bach and Zaid Harchaoui},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {49--56},
 year = {2008}
}
@incollection{NIPS2007_874,
 title = {The discriminant center-surround hypothesis for bottom-up saliency},
 author = {Dashan Gao and Vijay Mahadevan and Nuno Vasconcelos},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {497--504},
 year = {2008}
}
@incollection{NIPS2007_878,
 title = {A Bayesian Framework for Cross-Situational Word-Learning},
 author = {Michael Frank and Noah Goodman and Joshua Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {457--464},
 year = {2008}
}
@incollection{NIPS2007_879,
 title = {Privacy-Preserving Belief Propagation and Sampling},
 author = {Michael Kearns and Jinsong Tan and Jennifer Wortman},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {745--752},
 year = {2008}
}
@incollection{NIPS2007_887,
 title = {A Probabilistic Approach to Language Change},
 author = {Alexandre Bouchard-Côté and Percy Liang and Thomas Griffiths and Dan Klein},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {169--176},
 year = {2008}
}
@incollection{NIPS2007_891,
 title = {Boosting Algorithms for Maximizing the Soft Margin},
 author = {Manfred Warmuth and Karen Glocer and Gunnar Rätsch},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1585--1592},
 year = {2008}
}
@incollection{NIPS2007_892,
 title = {Automatic Generation of Social Tags for Music Recommendation},
 author = {Douglas Eck and Paul Lamere and Thierry Bertin-Mahieux and Stephen Green},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {385--392},
 year = {2008}
}
@incollection{NIPS2007_893,
 title = {Supervised Topic Models},
 author = {David Blei and Jon McAuliffe},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {121--128},
 year = {2008}
}
@incollection{NIPS2007_894,
 title = {Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks},
 author = {Alex Graves and Santiago Fernandez and Marcus Liwicki and Horst Bunke and Juergen Schmidhuber},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {577--584},
 year = {2008}
}
@incollection{NIPS2007_896,
 title = {Predictive Matrix-Variate t Models},
 author = {Shenghuo Zhu and Kai Yu and Yihong Gong},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1721--1728},
 year = {2008}
}
@incollection{NIPS2007_902,
 title = {Active Preference Learning with Discrete Choice Data},
 author = {Brochu Eric and Nando De Freitas and Abhijeet Ghosh},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {409--416},
 year = {2008}
}
@incollection{NIPS2007_905,
 title = {Linear programming analysis of loopy belief propagation for weighted matching},
 author = {Sujay  Sanghavi and Dmitry Malioutov and Alan Willsky},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1273--1280},
 year = {2008}
}
@incollection{NIPS2007_906,
 title = {Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning},
 author = {Gerald Tesauro and Rajarshi Das and Hoi Chan and Jeffrey Kephart and David Levine and Freeman Rawson and Charles Lefurgy},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1497--1504},
 year = {2008}
}
@incollection{NIPS2007_907,
 title = {Congruence between model and human attention reveals unique signatures of critical visual events},
 author = {Robert Peters and Laurent Itti},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1145--1152},
 year = {2008}
}
@incollection{NIPS2007_908,
 title = {Locality and low-dimensions in the prediction of natural experience from fMRI},
 author = {Francois Meyer and Greg Stephens},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1001--1008},
 year = {2008}
}
@incollection{NIPS2007_917,
 title = {Fitted Q-iteration in continuous action-space MDPs},
 author = {András Antos and Remi Munos and Csaba Szepesvari},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {9--16},
 year = {2008}
}
@incollection{NIPS2007_918,
 title = {Expectation Maximization and Posterior Constraints},
 author = {Joao Graca and Kuzman  Ganchev and Ben Taskar},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {569--576},
 year = {2008}
}
@incollection{NIPS2007_919,
 title = {Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach},
 author = {José Miguel Hernández-Lobato and Tjeerd Dijkstra and Tom Heskes},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {649--656},
 year = {2008}
}
@incollection{NIPS2007_922,
 title = {Discriminative Batch Mode Active Learning},
 author = {Yuhong Guo and Dale Schuurmans},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {593--600},
 year = {2008}
}
@incollection{NIPS2007_923,
 title = {Message Passing for Max-weight Independent Set},
 author = {Sujay  Sanghavi and Devavrat Shah and Alan Willsky},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1281--1288},
 year = {2008}
}
@incollection{NIPS2007_925,
 title = {Learning the 2-D Topology of Images},
 author = {Nicolas Le Roux and Yoshua Bengio and Pascal Lamblin and Marc Joliveau and Balázs Kégl},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {841--848},
 year = {2008}
}
@incollection{NIPS2007_927,
 title = {Hippocampal Contributions to Control: The Third Way},
 author = {Máté Lengyel and Peter Dayan},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {889--896},
 year = {2008}
}
@incollection{NIPS2007_928,
 title = {Gaussian Process Models for Link Analysis and Transfer Learning},
 author = {Kai Yu and Wei Chu},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1657--1664},
 year = {2008}
}
@incollection{NIPS2007_931,
 title = {TrueSkill Through Time: Revisiting the History of Chess},
 author = {Pierre Dangauthier and Ralf Herbrich and Tom Minka and Thore Graepel},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {337--344},
 year = {2008}
}
@incollection{NIPS2007_934,
 title = {Sparse deep belief net model for visual area V2},
 author = {Honglak Lee and Chaitanya Ekanadham and Andrew Ng},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {873--880},
 year = {2008}
}
@incollection{NIPS2007_940,
 title = {Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations},
 author = {Amir Globerson and Tommi Jaakkola},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {553--560},
 year = {2008}
}
@incollection{NIPS2007_945,
 title = {Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes},
 author = {Ruslan Salakhutdinov and Geoffrey Hinton},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1249--1256},
 year = {2008}
}
@incollection{NIPS2007_949,
 title = {A Game-Theoretic Approach to Apprenticeship Learning},
 author = {Umar Syed and Robert Schapire},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1449--1456},
 year = {2008}
}
@incollection{NIPS2007_953,
 title = {Modeling image patches with a directed hierarchy of Markov random fields},
 author = {Simon Osindero and Geoffrey Hinton},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1121--1128},
 year = {2008}
}
@incollection{NIPS2007_959,
 title = {Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods},
 author = {Alessandro Lazaric and Marcello Restelli and Andrea Bonarini},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {833--840},
 year = {2008}
}
@incollection{NIPS2007_964,
 title = {A Bayesian LDA-based model for semi-supervised part-of-speech tagging},
 author = {Kristina Toutanova and Mark Johnson},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1521--1528},
 year = {2008}
}
@incollection{NIPS2007_976,
 title = {A New View of Automatic Relevance Determination},
 author = {David Wipf and Srikantan Nagarajan},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1625--1632},
 year = {2008}
}
@incollection{NIPS2007_978,
 title = {Robust Regression with Twinned Gaussian Processes},
 author = {Andrew Naish-Guzman and Sean Holden},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1065--1072},
 year = {2008}
}
@incollection{NIPS2007_983,
 title = {Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing},
 author = {Benjamin Blankertz and Motoaki Kawanabe and Ryota Tomioka and Friederike Hohlefeld and Vadim Nikulin and Klaus-Robert Müller},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {113--120},
 year = {2008}
}
@incollection{NIPS2007_985,
 title = {Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion},
 author = {J. Zico Kolter and Pieter Abbeel and Andrew Ng},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {769--776},
 year = {2008}
}
@incollection{NIPS2007_988,
 title = {CPR for CSPs: A Probabilistic Relaxation of Constraint Propagation},
 author = {Luis E. Ortiz},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1113--1120},
 year = {2008}
}
@incollection{NIPS2007_989,
 title = {Combined discriminative and generative articulated pose and non-rigid shape estimation},
 author = {Leonid Sigal and Alexandru  Balan   and Michael Black},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1337--1344},
 year = {2008}
}
@incollection{NIPS2007_995,
 title = {Neural characterization in partially observed populations of spiking neurons},
 author = {Jonathan Pillow and Peter Latham},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1161--1168},
 year = {2008}
}
@incollection{NIPS2007_1002,
 title = {The rat as particle filter},
 author = {Nathaniel Daw and Aaron Courville},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {369--376},
 year = {2008}
}
@incollection{NIPS2007_1003,
 title = {The Value of Labeled and Unlabeled Examples when the Model is Imperfect},
 author = {Kaushik Sinha and Mikhail Belkin},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1361--1368},
 year = {2008}
}
@incollection{NIPS2007_1007,
 title = {Probabilistic Matrix Factorization},
 author = {Ruslan Salakhutdinov and Andriy Mnih},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1257--1264},
 year = {2008}
}
@incollection{NIPS2007_1016,
 title = {A Bayesian Model of Conditioned Perception},
 author = {Alan Stocker and Eero Simoncelli},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1409--1416},
 year = {2008}
}
@incollection{NIPS2007_1021,
 title = {Efficient Principled Learning of Thin Junction Trees},
 author = {Anton Chechetka and Carlos Guestrin},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {273--280},
 year = {2008}
}
@incollection{NIPS2007_1035,
 title = {Semi-Supervised Multitask Learning},
 author = {Qiuhua Liu and Xuejun Liao and Lawrence Carin},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {937--944},
 year = {2008}
}
@incollection{NIPS2007_1036,
 title = {Sparse Overcomplete Latent Variable Decomposition of Counts Data},
 author = {Madhusudana Shashanka and Bhiksha Raj and Paris Smaragdis},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1313--1320},
 year = {2008}
}
@incollection{NIPS2007_1045,
 title = {Learning Monotonic Transformations for Classification},
 author = {Andrew Howard and Tony Jebara},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {681--688},
 year = {2008}
}
@incollection{NIPS2007_1047,
 title = {Convex Learning with Invariances},
 author = {Choon Hui Teo and Amir Globerson and Sam Roweis and Alex Smola},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1489--1496},
 year = {2008}
}
@incollection{NIPS2007_1048,
 title = {On Sparsity and Overcompleteness in Image Models},
 author = {Pietro Berkes and Richard Turner and Maneesh Sahani},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {89--96},
 year = {2008}
}
@incollection{NIPS2007_1055,
 title = {Feature Selection Methods for Improving Protein Structure Prediction with Rosetta},
 author = {Ben Blum and Michael Jordan and David Kim and Rhiju Das and Philip Bradley and David Baker},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {137--144},
 year = {2008}
}
@incollection{NIPS2007_1056,
 title = {Testing for Homogeneity with Kernel Fisher Discriminant Analysis},
 author = {Zaid Harchaoui and Francis Bach and Moulines Eric },
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {609--616},
 year = {2008}
}
@incollection{NIPS2007_1057,
 title = {Density Estimation under Independent Similarly Distributed Sampling Assumptions},
 author = {Tony Jebara and Yingbo Song and Kapil Thadani},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {713--720},
 year = {2008}
}
@incollection{NIPS2007_1069,
 title = {Ultrafast Monte Carlo for Statistical Summations},
 author = {Michael Holmes and Alexander Gray and Charles Isbell},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {673--680},
 year = {2008}
}
@incollection{NIPS2007_1072,
 title = {Multiple-Instance Active Learning},
 author = {Burr Settles and Mark Craven and Soumya Ray},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1289--1296},
 year = {2008}
}
@incollection{NIPS2007_1074,
 title = {Predicting human gaze using low-level saliency combined with face detection},
 author = {Moran Cerf and Jonathan Harel and Wolfgang Einhaeuser and Christof Koch},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {241--248},
 year = {2008}
}
@incollection{NIPS2007_1076,
 title = {Estimating disparity with confidence from energy neurons},
 author = {Eric Kong-Chau Tsang and Bertram Shi},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1537--1544},
 year = {2008}
}
@incollection{NIPS2007_1077,
 title = {Loop Series and Bethe Variational Bounds in Attractive Graphical Models},
 author = {Erik Sudderth and Martin Wainwright and Alan Willsky},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1425--1432},
 year = {2008}
}
@incollection{NIPS2007_1080,
 title = {Learning with Tree-Averaged Densities and Distributions},
 author = {Sergey Kirshner},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {761--768},
 year = {2008}
}
@incollection{NIPS2007_1082,
 title = {Variational Inference for Diffusion Processes},
 author = {Cédric Archambeau and Manfred Opper and Yuan Shen and Dan Cornford and John Shawe-Taylor},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {17--24},
 year = {2008}
}
@incollection{NIPS2007_1100,
 title = {Random Projections for Manifold Learning},
 author = {Chinmay Hegde and Michael Wakin and Richard Baraniuk},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {641--648},
 year = {2008}
}
@incollection{NIPS2007_1101,
 title = {Receding Horizon Differential Dynamic Programming},
 author = {Yuval Tassa and Tom Erez and William Smart},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1465--1472},
 year = {2008}
}
@incollection{NIPS2007_1109,
 title = {An in-silico Neural Model of Dynamic Routing through Neuronal Coherence},
 author = {Devarajan Sridharan and Brian Percival and John Arthur and Kwabena Boahen},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1401--1408},
 year = {2008}
}
@incollection{NIPS2007_1118,
 title = {Sparse Feature Learning for Deep Belief Networks},
 author = {Marc'Aurelio Ranzato and Y-Lan Boureau and Yann LeCun},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1185--1192},
 year = {2008}
}
@incollection{NIPS2007_1119,
 title = {Discovering Weakly-Interacting Factors in a Complex Stochastic Process},
 author = {Charlie Frogner and Avi Pfeffer},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {481--488},
 year = {2008}
}
@incollection{NIPS2007_1121,
 title = {Bayesian Policy Learning with Trans-Dimensional MCMC},
 author = {Matthew Hoffman and Arnaud Doucet and Nando De Freitas and Ajay Jasra},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {665--672},
 year = {2008}
}