@incollection{NIPS2006_40,
 title = {Context Effects in Category Learning:  An Investigation of Four Probabilistic Models},
 author = {Michael C. Mozer and Michael Jones and Michael Shettel},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {993--1000},
 year = {2007}
}
@incollection{NIPS2006_46,
 title = {Learning from Multiple Sources},
 author = {Koby Crammer and Michael Kearns and Jennifer Wortman},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {321--328},
 year = {2007}
}
@incollection{NIPS2006_49,
 title = {Parameter Expanded Variational Bayesian Methods},
 author = {Yuan (Alan) Qi and Tommi S. Jaakkola},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1097--1104},
 year = {2007}
}
@incollection{NIPS2006_51,
 title = {Aggregating Classification Accuracy across Time: Application to Single Trial EEG},
 author = {Steven Lemm and Christin Schäfer and Gabriel Curio},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {825--832},
 year = {2007}
}
@incollection{NIPS2006_54,
 title = {Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning},
 author = {Gediminas Lukšys and Jérémie Knüsel and Denis Sheynikhovich and Carmen Sandi and Wulfram Gerstner},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {937--944},
 year = {2007}
}
@incollection{NIPS2006_64,
 title = {Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models},
 author = {Mark Johnson and Thomas L. Griffiths and Sharon Goldwater},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {641--648},
 year = {2007}
}
@incollection{NIPS2006_65,
 title = {MLLE: Modified Locally Linear Embedding Using Multiple Weights},
 author = {Zhenyue Zhang and Jing Wang},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1593--1600},
 year = {2007}
}
@incollection{NIPS2006_68,
 title = {Sample Complexity of Policy Search with Known Dynamics},
 author = {Peter L. Bartlett and Ambuj Tewari},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {97--104},
 year = {2007}
}
@incollection{NIPS2006_72,
 title = {Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space},
 author = {Kyung-Ah Sohn and Eric P. Xing},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1305--1312},
 year = {2007}
}
@incollection{NIPS2006_83,
 title = {Combining causal and similarity-based reasoning},
 author = {Charles Kemp and Patrick Shafto and Allison Berke and Joshua B. Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {681--688},
 year = {2007}
}
@incollection{NIPS2006_84,
 title = {Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints},
 author = {Carla P. Gomes and Ashish Sabharwal and Bart Selman},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {481--488},
 year = {2007}
}
@incollection{NIPS2006_98,
 title = {Temporal Coding using the Response Properties of Spiking Neurons},
 author = {Thomas Voegtlin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1457--1464},
 year = {2007}
}
@incollection{NIPS2006_103,
 title = {Dynamic Foreground/Background Extraction from Images and Videos using Random Patches},
 author = {Le Lu and Gregory Hager},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {929--936},
 year = {2007}
}
@incollection{NIPS2006_105,
 title = {Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons},
 author = {Stefan Klampfl and Robert Legenstein and Wolfgang Maass},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {713--720},
 year = {2007}
}
@incollection{NIPS2006_107,
 title = {Conditional mean field},
 author = {Peter Carbonetto and Nando De Freitas},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {201--208},
 year = {2007}
}
@incollection{NIPS2006_115,
 title = {Causal inference in sensorimotor integration},
 author = {Konrad P. Körding and Joshua B. Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {737--744},
 year = {2007}
}
@incollection{NIPS2006_116,
 title = {Multiple timescales and uncertainty in motor adaptation},
 author = {Konrad P. Körding and Joshua B. Tenenbaum and Reza Shadmehr},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {745--752},
 year = {2007}
}
@incollection{NIPS2006_120,
 title = {Chained Boosting},
 author = {Christian R. Shelton and Wesley Huie and Kin Fai Kan},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1281--1288},
 year = {2007}
}
@incollection{NIPS2006_124,
 title = {Max-margin classification of incomplete data},
 author = {Gal Chechik and Geremy Heitz and Gal Elidan and Pieter Abbeel and Daphne Koller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {233--240},
 year = {2007}
}
@incollection{NIPS2006_127,
 title = {Modelling transcriptional regulation using Gaussian Processes},
 author = {Neil D. Lawrence and Guido Sanguinetti and Magnus Rattray},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {785--792},
 year = {2007}
}
@incollection{NIPS2006_133,
 title = {Comparative Gene Prediction using Conditional Random Fields},
 author = {Jade P. Vinson and David DeCaprio and Matthew D. Pearson and Stacey Luoma and James E. Galagan},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1441--1448},
 year = {2007}
}
@incollection{NIPS2006_134,
 title = {Fundamental Limitations of Spectral Clustering},
 author = {Boaz Nadler and Meirav Galun},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1017--1024},
 year = {2007}
}
@incollection{NIPS2006_137,
 title = {A recipe for optimizing a time-histogram},
 author = {Hideaki Shimazaki and Shigeru Shinomoto},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1289--1296},
 year = {2007}
}
@incollection{NIPS2006_143,
 title = {Large Margin Hidden Markov Models for Automatic Speech Recognition},
 author = {Fei Sha and Lawrence K. Saul},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1249--1256},
 year = {2007}
}
@incollection{NIPS2006_146,
 title = {Statistical Modeling of Images with Fields of Gaussian Scale Mixtures},
 author = {Siwei Lyu and Eero P. Simoncelli},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {945--952},
 year = {2007}
}
@incollection{NIPS2006_147,
 title = {Differential Entropic Clustering of Multivariate Gaussians},
 author = {Jason V. Davis and Inderjit Dhillon},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {337--344},
 year = {2007}
}
@incollection{NIPS2006_148,
 title = {Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms},
 author = {Xinhua Zhang and Wee Sun Lee},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1585--1592},
 year = {2007}
}
@incollection{NIPS2006_151,
 title = {Large Scale Hidden Semi-Markov SVMs},
 author = {Gunnar Rätsch and Sören Sonnenburg},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1161--1168},
 year = {2007}
}
@incollection{NIPS2006_152,
 title = {A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems},
 author = {David Barber and Bertrand Mesot},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {89--96},
 year = {2007}
}
@incollection{NIPS2006_157,
 title = {Attribute-efficient learning of decision lists and linear threshold functions under unconcentrated distributions},
 author = {Philip M. Long and Rocco A. Servedio},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {921--928},
 year = {2007}
}
@incollection{NIPS2006_158,
 title = {Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions},
 author = {Christian Walder and Bernhard Schölkopf and Olivier Chapelle},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {273--280},
 year = {2007}
}
@incollection{NIPS2006_161,
 title = {Multi-Robot Negotiation: Approximating the Set of Subgame Perfect Equilibria in General-Sum Stochastic Games},
 author = {Chris Murray and Geoffrey J. Gordon},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1001--1008},
 year = {2007}
}
@incollection{NIPS2006_163,
 title = {A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data},
 author = {Johanna M. Zumer and Hagai T. Attias and Kensuke Sekihara and Srikantan S. Nagarajan},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1625--1632},
 year = {2007}
}
@incollection{NIPS2006_171,
 title = {An Oracle Inequality for Clipped  Regularized Risk Minimizers},
 author = {Ingo Steinwart and Don Hush and Clint Scovel},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1321--1328},
 year = {2007}
}
@incollection{NIPS2006_179,
 title = {Balanced Graph Matching},
 author = {Timothee Cour and Praveen Srinivasan and Jianbo Shi},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {313--320},
 year = {2007}
}
@incollection{NIPS2006_183,
 title = {Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds},
 author = {Gloria Haro and Gregory Randall and Guillermo Sapiro},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {553--560},
 year = {2007}
}
@incollection{NIPS2006_186,
 title = {Convergence of Laplacian Eigenmaps},
 author = {Mikhail Belkin and Partha Niyogi},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {129--136},
 year = {2007}
}
@incollection{NIPS2006_192,
 title = {Predicting spike times from subthreshold dynamics of a neuron},
 author = {Ryota Kobayashi and Shigeru Shinomoto},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {721--728},
 year = {2007}
}
@incollection{NIPS2006_194,
 title = {Robotic Grasping of Novel Objects},
 author = {Ashutosh Saxena and Justin Driemeyer and Justin Kearns and Andrew Y. Ng},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1209--1216},
 year = {2007}
}
@incollection{NIPS2006_198,
 title = {A Complexity-Distortion Approach to Joint Pattern Alignment},
 author = {Andrea Vedaldi and Stefano Soatto},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1425--1432},
 year = {2007}
}
@incollection{NIPS2006_200,
 title = {AdaBoost is Consistent},
 author = {Peter L. Bartlett and Mikhail Traskin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {105--112},
 year = {2007}
}
@incollection{NIPS2006_201,
 title = {Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces},
 author = {Moritz Grosse-Wentrup and Klaus Gramann and Martin Buss},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {537--544},
 year = {2007}
}
@incollection{NIPS2006_202,
 title = {An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments},
 author = {Michael I. Mandel and Daniel P.W. Ellis and Tony Jebara},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {953--960},
 year = {2007}
}
@incollection{NIPS2006_205,
 title = {Uncertainty, phase and oscillatory hippocampal recall},
 author = {Máté Lengyel and Peter Dayan},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {833--840},
 year = {2007}
}
@incollection{NIPS2006_206,
 title = {Data Integration for Classification Problems Employing Gaussian Process Priors},
 author = {Mark Girolami and Mingjun Zhong},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {465--472},
 year = {2007}
}
@incollection{NIPS2006_216,
 title = {Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation},
 author = {Gavin C. Cawley and Nicola L.C. Talbot and Mark Girolami},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {209--216},
 year = {2007}
}
@incollection{NIPS2006_219,
 title = {Geometric entropy minimization (GEM) for anomaly detection and localization},
 author = {Alfred O. Hero III},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {585--592},
 year = {2007}
}
@incollection{NIPS2006_223,
 title = {A Scalable Machine Learning Approach to Go},
 author = {Lin Wu and Pierre Baldi},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1521--1528},
 year = {2007}
}
@incollection{NIPS2006_225,
 title = {A Humanlike Predictor of Facial Attractiveness},
 author = {Amit Kagian and Gideon Dror and Tommer Leyvand and Daniel Cohen-Or and Eytan Ruppin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {649--656},
 year = {2007}
}
@incollection{NIPS2006_247,
 title = {Inferring Network Structure from Co-Occurrences},
 author = {Michael G. Rabbat and Mário A.T. Figueiredo and Robert D. Nowak},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1105--1112},
 year = {2007}
}
@incollection{NIPS2006_248,
 title = {Accelerated Variational Dirichlet Process Mixtures},
 author = {Kenichi Kurihara and Max Welling and Nikos Vlassis},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {761--768},
 year = {2007}
}
@incollection{NIPS2006_251,
 title = {Multi-Task Feature Learning},
 author = {Andreas Argyriou and Theodoros Evgeniou and Massimiliano Pontil},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {41--48},
 year = {2007}
}
@incollection{NIPS2006_257,
 title = {Doubly Stochastic Normalization for Spectral Clustering},
 author = {Ron Zass and Amnon Shashua},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1569--1576},
 year = {2007}
}
@incollection{NIPS2006_258,
 title = {On Transductive Regression},
 author = {Corinna Cortes and Mehryar Mohri},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {305--312},
 year = {2007}
}
@incollection{NIPS2006_260,
 title = {Real-time adaptive information-theoretic optimization of neurophysiology experiments},
 author = {Jeremy Lewi and Robert Butera and Liam Paninski},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {857--864},
 year = {2007}
}
@incollection{NIPS2006_263,
 title = {Analysis of Contour Motions},
 author = {Ce Liu and William T. Freeman and Edward H. Adelson},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {913--920},
 year = {2007}
}
@incollection{NIPS2006_272,
 title = {implicit Online Learning with Kernels},
 author = {Li Cheng and S.V.N. Vishwanathan and Dale Schuurmans and Shaojun Wang and Terry Caelli},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {249--256},
 year = {2007}
}
@incollection{NIPS2006_273,
 title = {Generalized Maximum Margin Clustering and Unsupervised Kernel Learning},
 author = {Hamed Valizadegan and Rong Jin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1417--1424},
 year = {2007}
}
@incollection{NIPS2006_280,
 title = {Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks},
 author = {Alexis Battle and Gal Chechik and Daphne Koller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {121--128},
 year = {2007}
}
@incollection{NIPS2006_281,
 title = {A Bayesian Approach to Diffusion Models of Decision-Making and Response Time},
 author = {Michael D. Lee and Ian G. Fuss and Daniel J. Navarro},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {809--816},
 year = {2007}
}
@incollection{NIPS2006_292,
 title = {Learning Dense 3D Correspondence},
 author = {Florian Steinke and Bernhard Schölkopf and Volker Blanz},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1313--1320},
 year = {2007}
}
@incollection{NIPS2006_293,
 title = {Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm},
 author = {Robert Jenssen and Torbjørn Eltoft and Mark Girolami and Deniz Erdogmus},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {633--640},
 year = {2007}
}
@incollection{NIPS2006_302,
 title = {Convex Repeated Games and Fenchel Duality},
 author = {Shai Shalev-Shwartz and Yoram Singer},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1265--1272},
 year = {2007}
}
@incollection{NIPS2006_303,
 title = {Support Vector Machines on a Budget},
 author = {Ofer Dekel and Yoram Singer},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {345--352},
 year = {2007}
}
@incollection{NIPS2006_305,
 title = {Modeling General and Specific Aspects of Documents  with a Probabilistic Topic Model},
 author = {Chaitanya Chemudugunta and Padhraic Smyth and Mark Steyvers},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {241--248},
 year = {2007}
}
@incollection{NIPS2006_308,
 title = {Blind Motion Deblurring Using Image Statistics},
 author = {Anat Levin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {841--848},
 year = {2007}
}
@incollection{NIPS2006_310,
 title = {A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments},
 author = {Daniel J. Navarro and Thomas L. Griffiths},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1033--1040},
 year = {2007}
}
@incollection{NIPS2006_315,
 title = {Active learning for misspecified generalized linear models},
 author = {Francis R. Bach},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {65--72},
 year = {2007}
}
@incollection{NIPS2006_318,
 title = {A Small World Threshold for Economic Network Formation},
 author = {Eyal Even-Dar and Michael Kearns},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {385--392},
 year = {2007}
}
@incollection{NIPS2006_320,
 title = {Inducing Metric Violations in Human Similarity Judgements},
 author = {Julian Laub and Jakob Macke and Klaus-Robert Müller and Felix A. Wichmann},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {777--784},
 year = {2007}
}
@incollection{NIPS2006_324,
 title = {Logistic Regression for Single Trial EEG  Classification},
 author = {Ryota Tomioka and Kazuyuki Aihara and Klaus-Robert Müller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1377--1384},
 year = {2007}
}
@incollection{NIPS2006_331,
 title = {Mixture Regression for Covariate Shift},
 author = {Amos J. Storkey and Masashi Sugiyama},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1337--1344},
 year = {2007}
}
@incollection{NIPS2006_343,
 title = {Emergence of conjunctive visual features by quadratic independent component analysis},
 author = {J.T. Lindgren and Aapo Hyvärinen},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {897--904},
 year = {2007}
}
@incollection{NIPS2006_348,
 title = {Multi-Instance Multi-Label Learning with Application to Scene Classification},
 author = {Zhi-Hua Zhou and Min-Ling Zhang},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1609--1616},
 year = {2007}
}
@incollection{NIPS2006_357,
 title = {Branch and Bound for Semi-Supervised Support Vector Machines},
 author = {Olivier Chapelle and Vikas Sindhwani and S. Sathiya Keerthi},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {217--224},
 year = {2007}
}
@incollection{NIPS2006_362,
 title = {A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems},
 author = {Yoshinobu Kawahara and Takehisa Yairi and Kazuo Machida},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {665--672},
 year = {2007}
}
@incollection{NIPS2006_365,
 title = {Tighter PAC-Bayes Bounds},
 author = {Amiran Ambroladze and Emilio Parrado-Hernández and John Shawe-Taylor},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {9--16},
 year = {2007}
}
@incollection{NIPS2006_368,
 title = {Learning Structural Equation Models for fMRI},
 author = {Amos J. Storkey and Enrico Simonotto and Heather Whalley and Stephen Lawrie and Lawrence Murray and David McGonigle},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1329--1336},
 year = {2007}
}
@incollection{NIPS2006_375,
 title = {An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models},
 author = {S. Sathiya Keerthi and Vikas Sindhwani and Olivier Chapelle},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {673--680},
 year = {2007}
}
@incollection{NIPS2006_380,
 title = {Optimal Single-Class Classification Strategies},
 author = {Ran El-Yaniv and Mordechai Nisenson},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {377--384},
 year = {2007}
}
@incollection{NIPS2006_384,
 title = {Isotonic Conditional Random Fields and Local Sentiment Flow},
 author = {Yi Mao and Guy Lebanon},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {961--968},
 year = {2007}
}
@incollection{NIPS2006_394,
 title = {Subordinate class recognition using relational object models},
 author = {Aharon Bar Hillel and Daphna Weinshall},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {73--80},
 year = {2007}
}
@incollection{NIPS2006_407,
 title = {Denoising and Dimension Reduction in Feature Space},
 author = {Mikio L. Braun and Joachim Buhmann and Klaus-Robert Müller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {185--192},
 year = {2007}
}
@incollection{NIPS2006_412,
 title = {Blind source separation for over-determined delayed  mixtures},
 author = {Lars Omlor and Martin Giese},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1049--1056},
 year = {2007}
}
@incollection{NIPS2006_415,
 title = {Nonnegative Sparse PCA},
 author = {Ron Zass and Amnon Shashua},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1561--1568},
 year = {2007}
}
@incollection{NIPS2006_417,
 title = {Efficient Methods for Privacy Preserving Face Detection},
 author = {Shai Avidan and Moshe Butman},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {57--64},
 year = {2007}
}
@incollection{NIPS2006_423,
 title = {A Local Learning Approach for Clustering},
 author = {Mingrui Wu and Bernhard Schölkopf},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1529--1536},
 year = {2007}
}
@incollection{NIPS2006_441,
 title = {Attentional Processing on a Spike-Based VLSI Neural Network},
 author = {Yingxue Wang and Rodney J. Douglas and Shih-Chii Liu},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1473--1480},
 year = {2007}
}
@incollection{NIPS2006_444,
 title = {Large-Scale Sparsified Manifold Regularization},
 author = {Ivor W. Tsang and James T. Kwok},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1401--1408},
 year = {2007}
}
@incollection{NIPS2006_452,
 title = {Stochastic Relational Models for Discriminative Link Prediction},
 author = {Kai Yu and Wei Chu and Shipeng Yu and Volker Tresp and Zhao Xu},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1553--1560},
 year = {2007}
}
@incollection{NIPS2006_454,
 title = {Simplifying Mixture Models through Function Approximation},
 author = {Kai Zhang and James T. Kwok},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1577--1584},
 year = {2007}
}
@incollection{NIPS2006_457,
 title = {Handling Advertisements of Unknown Quality in Search Advertising},
 author = {Sandeep Pandey and Christopher Olston},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1065--1072},
 year = {2007}
}
@incollection{NIPS2006_458,
 title = {Learning Motion Style Synthesis from Perceptual Observations},
 author = {Lorenzo Torresani and Peggy Hackney and Christoph Bregler},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1393--1400},
 year = {2007}
}
@incollection{NIPS2006_460,
 title = {The Neurodynamics of Belief Propagation on Binary Markov Random Fields},
 author = {Thomas Ott and Ruedi Stoop},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1057--1064},
 year = {2007}
}
@incollection{NIPS2006_467,
 title = {Learning to be Bayesian without Supervision},
 author = {Martin Raphan and Eero P. Simoncelli},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1145--1152},
 year = {2007}
}
@incollection{NIPS2006_468,
 title = {A Switched Gaussian Process for Estimating Disparity and Segmentation in Binocular Stereo},
 author = {Oliver Williams},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1497--1504},
 year = {2007}
}
@incollection{NIPS2006_470,
 title = {Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space},
 author = {Wenye Li and Kin-Hong Lee and Kwong-Sak Leung},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {881--888},
 year = {2007}
}
@incollection{NIPS2006_477,
 title = {Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning},
 author = {Peter Auer and Ronald Ortner},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {49--56},
 year = {2007}
}
@incollection{NIPS2006_479,
 title = {Dirichlet-Enhanced Spam Filtering based on Biased Samples},
 author = {Steffen Bickel and Tobias Scheffer},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {161--168},
 year = {2007}
}
@incollection{NIPS2006_480,
 title = {A Nonparametric Approach to Bottom-Up Visual Saliency},
 author = {Wolf Kienzle and Felix A. Wichmann and Bernhard Schölkopf and Matthias O. Franz},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {689--696},
 year = {2007}
}
@incollection{NIPS2006_492,
 title = {Approximate Correspondences in High Dimensions},
 author = {Kristen Grauman and Trevor Darrell},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {505--512},
 year = {2007}
}
@incollection{NIPS2006_494,
 title = {A PAC-Bayes Risk Bound for General Loss Functions},
 author = {Pascal Germain and Alexandre Lacasse and François Laviolette and Mario Marchand},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {449--456},
 year = {2007}
}
@incollection{NIPS2006_495,
 title = {Unified Inference for Variational Bayesian Linear Gaussian State-Space Models},
 author = {David Barber and Silvia Chiappa},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {81--88},
 year = {2007}
}
@incollection{NIPS2006_498,
 title = {Similarity by Composition},
 author = {Oren Boiman and Michal Irani},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {177--184},
 year = {2007}
}
@incollection{NIPS2006_499,
 title = {Particle Filtering for Nonparametric Bayesian Matrix Factorization},
 author = {Frank Wood and Thomas L. Griffiths},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1513--1520},
 year = {2007}
}
@incollection{NIPS2006_501,
 title = {Bayesian Image Super-resolution, Continued},
 author = {Lyndsey C. Pickup and David P. Capel and Stephen J. Roberts and Andrew Zisserman},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1089--1096},
 year = {2007}
}
@incollection{NIPS2006_503,
 title = {Bayesian Ensemble Learning},
 author = {Hugh A. Chipman and Edward I. George and Robert E. McCulloch},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {265--272},
 year = {2007}
}
@incollection{NIPS2006_507,
 title = {PG-means: learning the number of clusters in data},
 author = {Yu Feng and Greg Hamerly},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {393--400},
 year = {2007}
}
@incollection{NIPS2006_511,
 title = {A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation},
 author = {Yee Whye Teh and David Newman and Max Welling},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1353--1360},
 year = {2007}
}
@incollection{NIPS2006_514,
 title = {Temporal dynamics of information content carried by neurons in the primary visual cortex},
 author = {Danko Nikolić and Stefan Haeusler and Wolf Singer and Wolfgang Maass},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1041--1048},
 year = {2007}
}
@incollection{NIPS2006_515,
 title = {Speakers optimize information density through syntactic reduction},
 author = {Roger Levy and T. Florian Jaeger},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {849--856},
 year = {2007}
}
@incollection{NIPS2006_520,
 title = {Information Bottleneck for Non Co-Occurrence Data},
 author = {Yevgeny Seldin and Noam Slonim and Naftali Tishby},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1241--1248},
 year = {2007}
}
@incollection{NIPS2006_521,
 title = {Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension},
 author = {Manfred K. Warmuth and Dima Kuzmin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1481--1488},
 year = {2007}
}
@incollection{NIPS2006_527,
 title = {Manifold Denoising},
 author = {Matthias Hein and Markus Maier},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {561--568},
 year = {2007}
}
@incollection{NIPS2006_542,
 title = {An Approach to Bounded Rationality},
 author = {Eli Ben-Sasson and Adam Tauman Kalai and Ehud Kalai},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {145--152},
 year = {2007}
}
@incollection{NIPS2006_543,
 title = {Learning annotated hierarchies from relational data},
 author = {Daniel M. Roy and Charles Kemp and Vikash K. Mansinghka and Joshua B. Tenenbaum},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1185--1192},
 year = {2007}
}
@incollection{NIPS2006_555,
 title = {Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach},
 author = {Matthias Krauledat and Michael Schröder and Benjamin Blankertz and Klaus-Robert Müller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {753--760},
 year = {2007}
}
@incollection{NIPS2006_556,
 title = {The Robustness-Performance Tradeoff in Markov Decision Processes},
 author = {Huan Xu and Shie Mannor},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1537--1544},
 year = {2007}
}
@incollection{NIPS2006_558,
 title = {Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure},
 author = {Jennifer Listgarten and Radford M. Neal and Sam T. Roweis and Rachel Puckrin and Sean Cutler},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {905--912},
 year = {2007}
}
@incollection{NIPS2006_569,
 title = {Sparse Kernel Orthonormalized PLS for feature extraction in large data sets},
 author = {Jerónimo Arenas-García and Kaare Brandt Petersen and Lars Kai Hansen},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {33--40},
 year = {2007}
}
@incollection{NIPS2006_574,
 title = {Learning to Rank with Nonsmooth Cost Functions},
 author = {Christopher J.C. Burges and Robert Ragno and Quoc Viet Le},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {193--200},
 year = {2007}
}
@incollection{NIPS2006_583,
 title = {A Kernel Method for the Two-Sample-Problem},
 author = {Arthur Gretton and Karsten M. Borgwardt and Malte Rasch and Bernhard Schölkopf and Alexander J. Smola},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {513--520},
 year = {2007}
}
@incollection{NIPS2006_585,
 title = {Learnability and the doubling dimension},
 author = {Yi Li and Philip M. Long},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {889--896},
 year = {2007}
}
@incollection{NIPS2006_590,
 title = {Mutagenetic tree Fisher kernel improves prediction of HIV drug resistance from viral genotype},
 author = {Tobias Sing and Niko Beerenwinkel},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1297--1304},
 year = {2007}
}
@incollection{NIPS2006_613,
 title = {Non-rigid point set registration: Coherent Point Drift},
 author = {Andriy Myronenko and Xubo Song and Miguel Á. Carreira-Perpiñán},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1009--1016},
 year = {2007}
}
@incollection{NIPS2006_615,
 title = {Learning Nonparametric Models for Probabilistic Imitation},
 author = {David B. Grimes and Daniel R. Rashid and Rajesh P.N. Rao},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {521--528},
 year = {2007}
}
@incollection{NIPS2006_621,
 title = {Towards a general independent subspace analysis},
 author = {Fabian J. Theis},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1361--1368},
 year = {2007}
}
@incollection{NIPS2006_624,
 title = {Multiple Instance Learning for Computer Aided Diagnosis},
 author = {Glenn Fung and Murat Dundar and Balaji Krishnapuram and R. Bharat Rao},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {425--432},
 year = {2007}
}
@incollection{NIPS2006_626,
 title = {Online Classification for Complex Problems Using Simultaneous Projections},
 author = {Yonatan Amit and Shai Shalev-Shwartz and Yoram Singer},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {17--24},
 year = {2007}
}
@incollection{NIPS2006_629,
 title = {Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields},
 author = {Chi-Hoon Lee and Shaojun Wang and Feng Jiao and Dale Schuurmans and Russell Greiner},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {793--800},
 year = {2007}
}
@incollection{NIPS2006_630,
 title = {Learning with Hypergraphs: Clustering, Classification, and Embedding},
 author = {Dengyong Zhou and Jiayuan Huang and Bernhard Schölkopf},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1601--1608},
 year = {2007}
}
@incollection{NIPS2006_638,
 title = {Graph Laplacian Regularization for Large-Scale Semidefinite Programming},
 author = {Kilian Q. Weinberger and Fei Sha and Qihui Zhu and Lawrence K. Saul},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1489--1496},
 year = {2007}
}
@incollection{NIPS2006_639,
 title = {A selective attention multi--chip system with dynamic synapses and  spiking neurons},
 author = {Chiara Bartolozzi and Giacomo Indiveri},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {113--120},
 year = {2007}
}
@incollection{NIPS2006_642,
 title = {Neurophysiological Evidence of Cooperative Mechanisms for Stereo Computation},
 author = {Jason M. Samonds and Brian R. Potetz and Tai Sing Lee},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1201--1208},
 year = {2007}
}
@incollection{NIPS2006_645,
 title = {Hierarchical Dirichlet Processes with Random Effects},
 author = {Seyoung Kim and Padhraic Smyth},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {697--704},
 year = {2007}
}
@incollection{NIPS2006_656,
 title = {Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons},
 author = {Elisabetta Chicca and Giacomo Indiveri and Rodney J. Douglas},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {257--264},
 year = {2007}
}
@incollection{NIPS2006_661,
 title = {Stability of $K$-Means Clustering},
 author = {Alexander Rakhlin and Andrea Caponnetto},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1121--1128},
 year = {2007}
}
@incollection{NIPS2006_662,
 title = {Learning on Graph with Laplacian Regularization},
 author = {Rie Kubota Ando and Tong Zhang},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {25--32},
 year = {2007}
}
@incollection{NIPS2006_667,
 title = {Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models},
 author = {Alexander T. Ihler and Padhraic Smyth},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {625--632},
 year = {2007}
}
@incollection{NIPS2006_676,
 title = {Relational Learning with Gaussian Processes},
 author = {Wei Chu and Vikas Sindhwani and Zoubin Ghahramani and S. Sathiya Keerthi},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {289--296},
 year = {2007}
}
@incollection{NIPS2006_682,
 title = {Recursive Attribute Factoring},
 author = {David Cohn and Deepak Verma and Karl Pfleger},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {297--304},
 year = {2007}
}
@incollection{NIPS2006_683,
 title = {Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected Risk Bounds},
 author = {Benjamin I.P. Rubinstein and Peter L. Bartlett and J. Hyam Rubinstein},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1193--1200},
 year = {2007}
}
@incollection{NIPS2006_684,
 title = {Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization},
 author = {David Wipf and Rey Ramírez and Jason Palmer and Scott Makeig and Bhaskar Rao},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1505--1512},
 year = {2007}
}
@incollection{NIPS2006_685,
 title = {Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees},
 author = {Konrad Rieck and Pavel Laskov and Sören Sonnenburg},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1177--1184},
 year = {2007}
}
@incollection{NIPS2006_688,
 title = {TrueSkill™: A Bayesian Skill Rating System},
 author = {Ralf Herbrich and Tom Minka and Thore Graepel},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {569--576},
 year = {2007}
}
@incollection{NIPS2006_691,
 title = {Linearly-solvable Markov decision problems},
 author = {Emanuel Todorov},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1369--1376},
 year = {2007}
}
@incollection{NIPS2006_692,
 title = {Part-based Probabilistic Point Matching using Equivalence Constraints},
 author = {Graham McNeill and Sethu Vijayakumar},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {969--976},
 year = {2007}
}
@incollection{NIPS2006_693,
 title = {Modeling Human Motion Using Binary Latent Variables},
 author = {Graham W. Taylor and Geoffrey E. Hinton and Sam T. Roweis},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1345--1352},
 year = {2007}
}
@incollection{NIPS2006_698,
 title = {No-regret Algorithms for Online Convex Programs},
 author = {Geoffrey J. Gordon},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {489--496},
 year = {2007}
}
@incollection{NIPS2006_700,
 title = {Detecting Humans via Their Pose},
 author = {Alessandro Bissacco and Ming-Hsuan Yang and Stefano Soatto},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {169--176},
 year = {2007}
}
@incollection{NIPS2006_703,
 title = {Approximate inference using planar graph decomposition},
 author = {Amir Globerson and Tommi S. Jaakkola},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {473--480},
 year = {2007}
}
@incollection{NIPS2006_704,
 title = {Clustering Under Prior Knowledge with Application to  Image Segmentation},
 author = {Mário A.T. Figueiredo and Dong Seon Cheng and Vittorio Murino},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {401--408},
 year = {2007}
}
@incollection{NIPS2006_705,
 title = {Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods},
 author = {Matthias W. Seeger},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1233--1240},
 year = {2007}
}
@incollection{NIPS2006_708,
 title = {Boosting Structured Prediction for Imitation Learning},
 author = {Nathan Ratliff and David Bradley and J. Andrew Bagnell and Joel Chestnutt},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1153--1160},
 year = {2007}
}
@incollection{NIPS2006_710,
 title = {Gaussian and Wishart Hyperkernels},
 author = {Risi Kondor and Tony Jebara},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {729--736},
 year = {2007}
}
@incollection{NIPS2006_716,
 title = {Modeling Dyadic Data with Binary Latent Factors},
 author = {Edward Meeds and Zoubin Ghahramani and Radford M. Neal and Sam T. Roweis},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {977--984},
 year = {2007}
}
@incollection{NIPS2006_725,
 title = {Map-Reduce for Machine Learning on Multicore},
 author = {Cheng-Tao Chu and Sang Kyun Kim and Yi-An Lin and YuanYuan Yu and Gary Bradski and Andrew Y. Ng and Kunle Olukotun},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {281--288},
 year = {2007}
}
@incollection{NIPS2006_737,
 title = {Game Theoretic Algorithms for Protein-DNA binding},
 author = {Luis Pérez-Breva and Luis E. Ortiz and Chen-Hsiang Yeang and Tommi S. Jaakkola},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1081--1088},
 year = {2007}
}
@incollection{NIPS2006_739,
 title = {Greedy Layer-Wise Training of Deep Networks},
 author = {Yoshua Bengio and Pascal Lamblin and Dan Popovici and Hugo Larochelle},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {153--160},
 year = {2007}
}
@incollection{NIPS2006_741,
 title = {Fast Discriminative Visual Codebooks using Randomized Clustering Forests},
 author = {Frank Moosmann and Bill Triggs and Frederic Jurie},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {985--992},
 year = {2007}
}
@incollection{NIPS2006_743,
 title = {Online Clustering of Moving Hyperplanes},
 author = {René Vidal},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1433--1440},
 year = {2007}
}
@incollection{NIPS2006_746,
 title = {An Information Theoretic Framework for Eukaryotic Gradient Sensing},
 author = {Joseph M. Kimmel and Richard M. Salter and Peter J. Thomas},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {705--712},
 year = {2007}
}
@incollection{NIPS2006_749,
 title = {Learning to Traverse Image Manifolds},
 author = {Piotr Dollár and Serge Belongie and Vincent Rabaud},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {361--368},
 year = {2007}
}
@incollection{NIPS2006_752,
 title = {Sparse Representation for Signal Classification},
 author = {Ke Huang and Selin Aviyente},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {609--616},
 year = {2007}
}
@incollection{NIPS2006_763,
 title = {Image Retrieval and Classification Using Local Distance Functions},
 author = {Andrea Frome and Yoram Singer and Jitendra Malik},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {417--424},
 year = {2007}
}
@incollection{NIPS2006_769,
 title = {A Theory of Retinal Population Coding},
 author = {Eizaburo Doi and Michael S. Lewicki},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {353--360},
 year = {2007}
}
@incollection{NIPS2006_772,
 title = {Kernels on Structured Objects Through Nested Histograms},
 author = {Marco Cuturi and Kenji Fukumizu},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {329--336},
 year = {2007}
}
@incollection{NIPS2006_776,
 title = {Prediction on a Graph with a Perceptron},
 author = {Mark Herbster and Massimiliano Pontil},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {577--584},
 year = {2007}
}
@incollection{NIPS2006_780,
 title = {On the Relation Between Low Density Separation, Spectral Clustering and Graph Cuts},
 author = {Hariharan Narayanan and Mikhail Belkin and Partha Niyogi},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1025--1032},
 year = {2007}
}
@incollection{NIPS2006_789,
 title = {Single Channel Speech Separation Using Factorial Dynamics},
 author = {John R. Hershey and Trausti Kristjansson and Steven Rennie and Peder A. Olsen},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {593--600},
 year = {2007}
}
@incollection{NIPS2006_791,
 title = {Large Margin Component Analysis},
 author = {Lorenzo Torresani and Kuang-chih Lee},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1385--1392},
 year = {2007}
}
@incollection{NIPS2006_793,
 title = {Multi-dynamic Bayesian Networks},
 author = {Karim Filali and Jeff A. Bilmes},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {409--416},
 year = {2007}
}
@incollection{NIPS2006_797,
 title = {Nonlinear physically-based models for decoding motor-cortical population activity},
 author = {Gregory Shakhnarovich and Sung-Phil Kim and Michael J. Black},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1257--1264},
 year = {2007}
}
@incollection{NIPS2006_804,
 title = {Efficient Learning of Sparse Representations with an Energy-Based Model},
 author = {Marc'Aurelio Ranzato and Christopher Poultney and Sumit Chopra and Yann LeCun},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1137--1144},
 year = {2007}
}
@incollection{NIPS2006_806,
 title = {Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing},
 author = {Long (Leo) Zhu and Yuanhao Chen and Alan Yuille},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1617--1624},
 year = {2007}
}
@incollection{NIPS2006_809,
 title = {Fast Iterative Kernel PCA},
 author = {Nicol N. Schraudolph and Simon Günter and S.V.N. Vishwanathan},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1225--1232},
 year = {2007}
}
@incollection{NIPS2006_819,
 title = {Bayesian Model Scoring in Markov Random Fields},
 author = {Sridevi Parise and Max Welling},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1073--1080},
 year = {2007}
}
@incollection{NIPS2006_822,
 title = {Large Margin Multi-channel Analog-to-Digital Conversion with Applications to Neural Prosthesis},
 author = {Amit Gore and Shantanu Chakrabartty},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {497--504},
 year = {2007}
}
@incollection{NIPS2006_826,
 title = {iLSTD: Eligibility Traces and Convergence Analysis},
 author = {Alborz Geramifard and Michael Bowling and Martin Zinkevich and Richard S. Sutton},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {441--448},
 year = {2007}
}
@incollection{NIPS2006_833,
 title = {Unsupervised Regression with Applications to Nonlinear System Identification},
 author = {Ali Rahimi and Ben Recht},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1113--1120},
 year = {2007}
}
@incollection{NIPS2006_836,
 title = {Fast Computation of Graph Kernels},
 author = {S.V.N. Vishwanathan and Karsten M. Borgwardt and Nicol N. Schraudolph},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1449--1456},
 year = {2007}
}
@incollection{NIPS2006_838,
 title = {Analysis of Representations for Domain Adaptation},
 author = {Shai Ben-David and John Blitzer and Koby Crammer and Fernando Pereira},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {137--144},
 year = {2007}
}
@incollection{NIPS2006_839,
 title = {High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression},
 author = {Martin J. Wainwright and Pradeep Ravikumar and John D. Lafferty},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1465--1472},
 year = {2007}
}
@incollection{NIPS2006_842,
 title = {Automated Hierarchy Discovery for Planning in Partially Observable Environments},
 author = {Laurent Charlin and Pascal Poupart and Romy Shioda},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {225--232},
 year = {2007}
}
@incollection{NIPS2006_844,
 title = {Natural Actor-Critic for Road Traffic Optimisation},
 author = {Silvia Richter and Douglas Aberdeen and Jin Yu},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1169--1176},
 year = {2007}
}
@incollection{NIPS2006_845,
 title = {An Application of Reinforcement Learning to Aerobatic Helicopter Flight},
 author = {Pieter Abbeel and Adam Coates and Morgan Quigley and Andrew Y. Ng},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1--8},
 year = {2007}
}
@incollection{NIPS2006_848,
 title = {Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data},
 author = {Ping Li and Kenneth W. Church and Trevor J. Hastie},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {873--880},
 year = {2007}
}
@incollection{NIPS2006_849,
 title = {Efficient Structure Learning of Markov Networks using $L_1$-Regularization},
 author = {Su-In Lee and Varun Ganapathi and Daphne Koller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {817--824},
 year = {2007}
}
@incollection{NIPS2006_850,
 title = {Recursive ICA},
 author = {Honghao Shan and Lingyun Zhang and Garrison W. Cottrell},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1273--1280},
 year = {2007}
}
@incollection{NIPS2006_857,
 title = {Theory and Dynamics of Perceptual Bistability},
 author = {Paul R. Schrater and Rashmi Sundareswara},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1217--1224},
 year = {2007}
}
@incollection{NIPS2006_865,
 title = {Bayesian Policy Gradient Algorithms},
 author = {Mohammad Ghavamzadeh and Yaakov Engel},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {457--464},
 year = {2007}
}
@incollection{NIPS2006_868,
 title = {In-Network PCA and Anomaly Detection},
 author = {Ling Huang and XuanLong Nguyen and Minos Garofalakis and Michael I. Jordan and Anthony Joseph and Nina Taft},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {617--624},
 year = {2007}
}
@incollection{NIPS2006_872,
 title = {PAC-Bayes Bounds for the Risk of the Majority Vote and the Variance of the Gibbs Classifier},
 author = {Alexandre Lacasse and François Laviolette and Mario Marchand and Pascal Germain and Nicolas Usunier},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {769--776},
 year = {2007}
}
@incollection{NIPS2006_873,
 title = {Scalable Discriminative Learning for Natural Language Parsing and Translation},
 author = {Joseph Turian and Benjamin Wellington and I. Dan Melamed},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1409--1416},
 year = {2007}
}
@incollection{NIPS2006_878,
 title = {Efficient sparse coding algorithms},
 author = {Honglak Lee and Alexis Battle and Rajat Raina and Andrew Y. Ng},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {801--808},
 year = {2007}
}
@incollection{NIPS2006_880,
 title = {Ordinal Regression by Extended Binary Classification},
 author = {Ling Li and Hsuan-Tien Lin},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {865--872},
 year = {2007}
}
@incollection{NIPS2006_887,
 title = {Distributed Inference in Dynamical Systems},
 author = {Stanislav Funiak and Carlos Guestrin and Mark Paskin and Rahul Sukthankar},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {433--440},
 year = {2007}
}
@incollection{NIPS2006_891,
 title = {Training Conditional Random Fields for Maximum Labelwise Accuracy},
 author = {Samuel S. Gross and Olga Russakovsky and Chuong B. Do and Serafim Batzoglou},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {529--536},
 year = {2007}
}
@incollection{NIPS2006_897,
 title = {Graph-Based Visual Saliency},
 author = {Jonathan Harel and Christof Koch and Pietro Perona},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {545--552},
 year = {2007}
}
@incollection{NIPS2006_899,
 title = {Learning to parse images of articulated bodies},
 author = {Deva Ramanan},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1129--1136},
 year = {2007}
}
@incollection{NIPS2006_903,
 title = {Using Combinatorial Optimization within Max-Product Belief Propagation},
 author = {John Duchi and Daniel Tarlow and Gal Elidan and Daphne Koller},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {369--376},
 year = {2007}
}
@incollection{NIPS2006_909,
 title = {Clustering appearance and shape by learning jigsaws},
 author = {Anitha Kannan and John Winn and Carsten Rother},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {657--664},
 year = {2007}
}
@incollection{NIPS2006_912,
 title = {Optimal Change-Detection and Spiking Neurons},
 author = {Angela J. Yu},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1545--1552},
 year = {2007}
}
@incollection{NIPS2006_915,
 title = {Correcting Sample Selection Bias by Unlabeled Data},
 author = {Jiayuan Huang and Alexander J. Smola and Arthur Gretton and Karsten M. Borgwardt and Bernhard Schölkopf},
 booktitle = {Advances in Neural Information Processing Systems 19},
 editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {601--608},
 year = {2007}
}