@InProceedings{AhaMeiRup01,
  author    = {Ranit Aharonov-Barki and Isaac Meilijson and Eytan Ruppin},
  title     = {Who Does What? A Novel Algorithm to Determine Function Localization},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {3--9},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{EdeInt01,
  author    = {Shimon Edelman and Nathan Intrator},
  title     = {A Productive, Systematic Framework for the Representation of Visual Structure},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {10--16},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{GriMoz01,
  author    = {David B. Grimes and Michael C. Mozer},
  title     = {The Interplay of Symbolic and Subsymbolic Processes in Anagram Problem Solving},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {17--23},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KalDay01,
  author    = {Szabolcs K{\'a}li and Peter Dayan},
  title     = {Hippocampally-Dependent Consolidation in a Hierarchical Model of Neocortex},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {24--30},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LiDay01,
  author    = {Zhaoping Li and Peter Dayan},
  title     = {Position Variance, Recurrence and Perceptual Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {31--37},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MyuPitZhaBal01,
  author    = {In J. Myung and Mark A. Pitt and Shaobo Zhang and Vijay Balasubramanian},
  title     = {The Use of MDL to Select among Computational Models of Cognition},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {38--44},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{NelMov01,
  author    = {Jonathan D. Nelson and Javier R. Movellan},
  title     = {Active Inference in Concept Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {45--51},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SmiCotAnd01,
  author    = {Mark A. Smith and Garrison W. Cottrell and Karen L. Anderson},
  title     = {The Early Word Catches the Weights},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {52--58},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{TenGri01,
  author    = {Joshua B. Tenenbaum and Thomas L. Griffiths},
  title     = {Structure Learning in Human Causal Induction},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {59--65},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Tja01,
  author    = {Bosco S. Tjan},
  title     = {Adaptive Object Representation with Hierarchically-Distributed Memory Sites},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {66--72},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{AguFaiBia01,
  author    = {Blaise Ag{\"u}era y Arcas and Adrienne L. Fairhall and William Bialek},
  title     = {What Can a Single Neuron Compute?},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {75--81},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ArcMel01,
  author    = {Kevin A. Archie and Bartlett W. Mel},
  title     = {Dendritic Compartmentalization Could Underlie Competition and Attentional Biasing of Simultaneous Visual Stimuli},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {82--88},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ArlSmeHugGer01,
  author    = {Angelo Arleo and Fabrizio Smeraldi and St\'ephane Hug and Wulfram Gerstner},
  title     = {Place Cells and Spatial Navigation Based on 2D Visual Feature Extraction, Path Integration, and Reinforcement Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {89--95},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BecBur01,
  author    = {Suzanna Becker and Neil Burgess},
  title     = {Modelling Spatial Recall, Mental Imagery and Neglect},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {96--102},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Bia01,
  author    = {William Bialek},
  title     = {Stability and Noise in Biochemical Switches},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {103--109},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CheTis01,
  author    = {Gal Chechik and Naftali Tishby},
  title     = {Temporally Dependent Plasticity: An Information Theoretic Account},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {110--116},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{DenDuhPou01,
  author    = {Sophie Deneve and Jean-Rene Duhamel and Alexandre Pouget},
  title     = {A New Model of Spatial Representation in Multimodal Brain Areas},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {117--123},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{FaiLewBiaSte01,
  author    = {Adrienne L. Fairhall and Geoffrey D. Lewen and William Bialek and Robert R. de Ruyter van Steveninck},
  title     = {Multiple Timescales of Adaptation in a Neural Code},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {124--130},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KakDay01,
  author    = {Sham Kakade and Peter Dayan},
  title     = {Dopamine Bonuses},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {131--137},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{NatMaa01,
  author    = {Thomas Natschl{\"a}ger and Wolfgang Maass},
  title     = {Finding the Key to a Synapse},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {138--144},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{NatMaaSonZad01,
  author    = {Thomas Natschl{\"a}ger and Wolfgang Maass and Eduardo D. Sontag and Anthony Zador},
  title     = {Processing of Time Series by Neural Circuits with Biologically Realistic Synaptic Dynamics},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {145--151},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ScaLiHer01,
  author    = {Silvia Scarpetta and Zhaoping Li and John Hertz},
  title     = {Spike-Timing-Dependent Learning for Oscillatory Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {152--158},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SchBreTisSteBia01,
  author    = {Elad Schneidman and Naama Brenner and Naftali Tishby and Robert R. de Ruyter van Steveninck and William Bialek},
  title     = {Universality and Individuality in a Neural Code},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {159--165},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SchSim01,
  author    = {Odelia Schwartz and Eero P. Simoncelli},
  title     = {Natural Sound Statistics and Divisive Normalization in the Auditory System},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {166--172},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SimCymSorCalDeW01,
  author    = {Mario F. Simoni and Gennady S. Cymbalyuk and Michael Q. Sorensen and Ronald L. Calabrese and Stephen P. DeWeerth},
  title     = {Development of Hybrid Systems: Interfacing a Silicon Neuron to a Leech Heart Interneuron},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {173--179},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Vre01,
  author    = {Carl van Vreeswijk},
  title     = {Whence Sparseness?},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {180--186},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BenSim01,
  author    = {Shai Ben-David and Hans Ulrich Simon},
  title     = {Efficient Learning of Linear Perceptrons},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {189--195},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BouEli01,
  author    = {Olivier Bousquet and Andr\'e Elisseeff},
  title     = {Algorithmic Stability and Generalization Performance},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {196--202},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Day01,
  author    = {Peter Dayan},
  title     = {Competition and Arbors in Ocular Dominance},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {203--209},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{GraHerWil01,
  author    = {Thore Graepel and Ralf Herbrich and Robert C. Williamson},
  title     = {From Margin to Sparsity},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {210--216},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HahSeu01,
  author    = {Richard H.R. Hahnloser and H. Sebastian Seung},
  title     = {Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {217--223},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HerGra01,
  author    = {Ralf Herbrich and Thore Graepel},
  title     = {A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {224--230},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{JebPen01,
  author    = {Tony Jebara and Alex Pentland},
  title     = {On Reversing Jensen's Inequality},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {231--237},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KapWie01,
  author    = {Hilbert J. Kappen and Wim Wiegerinck},
  title     = {Second Order Approximations for Probability Models},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {238--244},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KolPanLoz01,
  author    = {Vladimir Koltchinskii and Dmitriy Panchenko and Fernando Lozano},
  title     = {Some New Bounds on the Generalization Error of Combined Classifiers},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {245--251},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Kow01,
  author    = {Adam Kowalczyk},
  title     = {Sparsity of Data Representation of Optimal Kernel Machine and Leave-one-out Estimator},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {252--258},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LegMaa01,
  author    = {Robert A. Legenstein and Wolfgang Maass},
  title     = {Foundations for a Circuit Complexity Theory of Sensory Processing},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {259--265},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LeiKap01,
  author    = {Martijn A. R. Leisink and Hilbert J. Kappen},
  title     = {A Tighter Bound for Graphical Models},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {266--272},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MalOpp01,
  author    = {D\"orthe Malzahn and Manfred Opper},
  title     = {Learning Curves for Gaussian Processes Regression: A Framework for Good Approximations},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {273--279},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ManMei01,
  author    = {Shie Mannor and Ron Meir},
  title     = {Weak Learners and Improved Rates of Convergence in Boosting},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {280--286},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{NemBia01,
  author    = {Ilya Nemenman and William Bialek},
  title     = {Learning Continuous Distributions: Simulations With Field Theoretic Priors},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {287--293},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{RasGha01,
  author    = {Carl Edward Rasmussen and Zoubin Ghahramani},
  title     = {Occam's Razor},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {294--300},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Sch01,
  author    = {Bernhard Sch{\"o}lkopf},
  title     = {The Kernel Trick for Distances},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {301--307},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SmoOvaWil01,
  author    = {Alex J. Smola and Zolt\'an L. \'Ov\'ari and Robert C. Williamson},
  title     = {Regularization with Dot-Product Kernels},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {308--314},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Tan01,
  author    = {Toshiyuki Tanaka},
  title     = {Analysis of Bit Error Probability of Direct-Sequence CDMA Multiuser Demodulators},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {315--321},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{VicSaaKab01,
  author    = {Renato Vicente and David Saad and Yoshiyuki Kabashima},
  title     = {Error-correcting Codes on a Bethe-like Lattice},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {322--328},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Wat01,
  author    = {Sumio Watanabe},
  title     = {Algebraic Information Geometry for Learning Machines with Singularities},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {329--335},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Win01,
  author    = {Ole Winther},
  title     = {Computing with Finite and Infinite Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {336--342},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{WonNis01,
  author    = {K. Y. Michael Wong and Hidetoshi Nishimori},
  title     = {Stagewise Processing in Error-correcting Codes and Image Restoration},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {343--349},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{XieHahSeu01,
  author    = {Xiaohui Xie and Richard H.R. Hahnloser and H. Sebastian Seung},
  title     = {Learning Winner-take-all Competition Between Groups of Neurons in Lateral Inhibitory Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {350--356},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Zha01,
  author    = {Tong Zhang},
  title     = {Convergence of Large Margin Separable Linear Classification},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {357--363},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BenHorSieVap01,
  author    = {Asa Ben-Hur and David Horn and Hava T. Siegelmann and Vladimir Vapnik},
  title     = {A Support Vector Method for Clustering},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {367--373},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BhaKee01,
  author    = {Chiranjib Bhattacharyya and S. Sathiya Keerthi},
  title     = {A Variational Mean-Field Theory for Sigmoidal Belief Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {374--380},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Bro01,
  author    = {Timothy X Brown},
  title     = {Direct Classification with Indirect Data},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {381--387},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CadSmy01,
  author    = {Igor V. Cadez and Padhraic Smyth},
  title     = {Model Complexity, Goodness of Fit and Diminishing Returns},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {388--394},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CamBen01,
  author    = {Colin Campbell and Kristin P. Bennett},
  title     = {A Linear Programming Approach to Novelty Detection},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {395--401},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CarLawGil01,
  author    = {Rich Caruana and Steve Lawrence and Lee Giles},
  title     = {Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {402--408},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CauPog01,
  author    = {Gert Cauwenberghs and Tomaso Poggio},
  title     = {Incremental and Decremental Support Vector Machine Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {409--415},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ChaWesBotVap01,
  author    = {Olivier Chapelle and Jason Weston and L\'eon Bottou and Vladimir Vapnik},
  title     = {Vicinal Risk Minimization},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {416--422},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CheGop01,
  author    = {Scott Saobing Chen and Ramesh A. Gopinath},
  title     = {Gaussianization},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {423--429},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CohHof01,
  author    = {David Cohn and Thomas Hofmann},
  title     = {The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {430--436},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CraSin01,
  author    = {Koby Crammer and Yoram Singer},
  title     = {Improved Output Coding for Classification Using Continuous Relaxation},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {437--443},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CsaOpp01,
  author    = {Lehel Csat\'o and Manfred Opper},
  title     = {Sparse Representation for Gaussian Process Models},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {444--450},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{DayKak01,
  author    = {Peter Dayan and Sham Kakade},
  title     = {Explaining Away in Weight Space},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {451--457},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{DomPenGun01,
  author    = {Carlotta Domeniconi and Jing Peng and Dimitrios Gunopulos},
  title     = {An Adaptive Metric Machine for Pattern Classification},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {458--464},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Dow01,
  author    = {Oliver B. Downs},
  title     = {High-temperature Expansions for Learning Models of Nonnegative Data},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {465--471},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{DugBenBelNadGar01,
  author    = {Charles Dugas and Yoshua Bengio and Fran\c {c}ois B\'elisle and Claude Nadeau and Ren\'e Garcia},
  title     = {Incorporating Second-Order Functional Knowledge for Better Option Pricing},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {472--478},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{EliLotFriKol01,
  author    = {Gal Elidan and Noam Lotner and Nir Friedman and Daphne Koller},
  title     = {Discovering Hidden Variables: A Structure-Based Approach},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {479--485},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{FreKan01,
  author    = {Brendan J. Frey and Anitha Kannan},
  title     = {Accumulator Networks: Suitors of Local Probability Propagation},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {486--492},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{FrePatJaaMor01,
  author    = {Brendan J. Frey and Relu Patrascu and Tommi S. Jaakkola and Jodi Moran},
  title     = {Sequentially Fitting ``Inclusive'' Trees for Inference in Noisy-OR Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {493--499},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Gen01,
  author    = {Claudio Gentile},
  title     = {A New Approximate Maximal Margin Classification Algorithm},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {500--506},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{GhaBea01,
  author    = {Zoubin Ghahramani and Matthew J. Beal},
  title     = {Propagation Algorithms for Variational Bayesian Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {507--513},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{GraHer01,
  author    = {Thore Graepel and Ralf Herbrich},
  title     = {The Kernel Gibbs Sampler},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {514--520},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{GraMoo01,
  author    = {Alexander G. Gray and Andrew W. Moore},
  title     = {`N-Body' Problems in Statistical Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {521--527},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HerGra01,
  author    = {Ralf Herbrich and Thore Graepel},
  title     = {Large Scale Bayes Point Machines},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {528--534},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HocMoz01,
  author    = {Sepp Hochreiter and Michael C. Mozer},
  title     = {Beyond Maximum Likelihood and Density Estimation: A Sample-Based Criterion for Unsupervised Learning of Complex Models},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {535--541},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HjeWinHan01,
  author    = {Pedro A.d.F.R. H{\o }jen-S{\o }rensen and Ole Winther and Lars Kai Hansen},
  title     = {Ensemble Learning and Linear Response Theory for ICA},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {542--548},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KjeHanStr01,
  author    = {Ulrik Kjems and Lars Kai Hansen and Stephen C. Strother},
  title     = {Generalizable Singular Value Decomposition for Ill-posed Datasets},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {549--555},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LeeSeu01,
  author    = {Daniel D. Lee and H. Sebastian Seung},
  title     = {Algorithms for Non-negative Matrix Factorization},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {556--562},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LodShaCriWat01,
  author    = {Huma Lodhi and John Shawe-Taylor and Nello Cristianini and Chris Watkins},
  title     = {Text Classification using String Kernels},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {563--569},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LuRaj01,
  author    = {Wei Lu and Jagath C. Rajapakse},
  title     = {Constrained Independent Component Analysis},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {570--576},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ManMus01,
  author    = {Olvi L. Mangasarian and David R. Musicant},
  title     = {Active Support Vector Machine Classification},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {577--583},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MerDouFreWan01,
  author    = {Rudolph van der Merwe and Arnaud Doucet and Nando de Freitas and Eric Wan},
  title     = {The Unscented Particle Filter},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {584--590},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MikRatMul01,
  author    = {Sebastian Mika and Gunnar R{\"a}tsch and Klaus-Robert M{\"u}ller},
  title     = {A Mathematical Programming Approach to the Kernel Fisher Algorithm},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {591--597},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Min01,
  author    = {Thomas P. Minka},
  title     = {Automatic Choice of Dimensionality for PCA},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {598--604},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MizDem01,
  author    = {Eiji Mizutani and James W. Demmel},
  title     = {On Iterative Krylov-Dogleg Trust-Region Steps for Solving Neural Networks Nonlinear Least Squares Problems},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {605--611},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ShrSomLee01,
  author    = {Oren Shriki and Haim Sompolinsky and Daniel D. Lee},
  title     = {An Information Maximization Approach to Overcomplete and Recurrent Representations},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {612--618},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SmoBar01,
  author    = {Alex J. Smola and Peter Bartlett},
  title     = {Sparse Greedy Gaussian Process Regression},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {619--625},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SzuJaa01,
  author    = {Martin Szummer and Tommi S. Jaakkola},
  title     = {Kernel Expansions with Unlabeled Examples},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {626--632},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Tip01,
  author    = {Michael E. Tipping},
  title     = {Sparse Kernel Principal Component Analysis},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {633--639},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{TisSlo01,
  author    = {Naftali Tishby and Noam Slonim},
  title     = {Data Clustering by Markovian Relaxation and the Information Bottleneck Method},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {640--646},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{TonKol01,
  author    = {Simon Tong and Daphne Koller},
  title     = {Active Learning for Parameter Estimation in Bayesian Networks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {647--653},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Tre01,
  author    = {Volker Tresp},
  title     = {Mixtures of Gaussian Processes},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {654--660},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{WaiSudWil01,
  author    = {Martin J. Wainwright and Erik B. Sudderth and Alan S. Willsky},
  title     = {Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {661--667},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{WesMukChaPonPogVap01,
  author    = {Jason Weston and Sayan Mukherjee and Olivier Chapelle and Massimiliano Pontil and Tomaso Poggio and Vladimir Vapnik},
  title     = {Feature Selection for SVMs},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {668--674},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Wil01,
  author    = {Christopher K. I. Williams},
  title     = {On a Connection between Kernel PCA and Metric Multidimensional Scaling},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {675--681},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{WilSee01,
  author    = {Christopher K. I. Williams and Matthias Seeger},
  title     = {Using the Nystr{\"o}m Method to Speed Up Kernel Machines},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {682--688},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{YedFreWei01,
  author    = {Jonathan S. Yedidia and William T. Freeman and Yair Weiss},
  title     = {Generalized Belief Propagation},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {689--695},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ZemPit01,
  author    = {Richard S. Zemel and Toniann Pitassi},
  title     = {A Gradient-Based Boosting Algorithm for Regression Problems},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {696--702},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Zha01,
  author    = {Tong Zhang},
  title     = {Regularized Winnow Methods},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {703--709},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HsuFigDio01,
  author    = {David Hsu and Miguel Figueroa and Chris Diorio},
  title     = {A Silicon Primitive for Competitive Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {713--719},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KurNakLeeNakYamParKoy01,
  author    = {Hiroyuki Kurino and M. Nakagawa and Kang Wook Lee and Tomonori Nakamura and Yuusuke Yamada and Ki Tae Park and Mitsumasa Koyanagi},
  title     = {Smart Vision Chip Fabricated Using Three Dimensional Integration Technology},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {720--726},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LiuMin01,
  author    = {Shih-Chii Liu and Bradley A. Minch},
  title     = {Homeostasis in a Silicon Integrate and Fire Neuron},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {727--733},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{PerAlaNavArt01,
  author    = {Fernando P\'erez-Cruz and Pedro L. Alarc\'on-Diana and Angel Navia-V\'azquez and Antonio Art\'es-Rodr\'{\i }guez},
  title     = {Fast Training of Support Vector Classifiers},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {734--740},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{StiSchHepDou01,
  author    = {Susanne Still and Bernhard Sch{\"o}lkopf and Klaus Hepp and Rodney J. Douglas},
  title     = {Four-legged Walking Gait Control Using a Neuromorphic Chip Interfaced to a Support Vector Learning Algorithm},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {741--747},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BouBenWeb01,
  author    = {Herv\'e Bourlard and Samy Bengio and Katrin Weber},
  title     = {New Approaches Towards Robust and Adaptive Speech Recognition {\rm  (invited paper)}},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {751--757},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{AttPlaAceDen01,
  author    = {Hagai Attias and John C. Platt and Alex Acero and Li Deng},
  title     = {Speech Denoising and Dereverberation Using Probabilistic Models},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {758--764},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BaeLee01,
  author    = {Un-Min Bae and Soo-Young Lee},
  title     = {Combining ICA and Top-Down Attention for Robust Speech Recognition},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {765--771},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{FisDarFreVio01,
  author    = {John W. Fisher III and Trevor Darrell and William T. Freeman and Paul Viola},
  title     = {Learning Joint Statistical Models for Audio-Visual Fusion and Segregation},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {772--778},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Gal01,
  author    = {Mark J.F. Gales},
  title     = {Factored Semi-Tied Covariance Matrices},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {779--785},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ParSpeSaj01,
  author    = {Lucas Parra and Clay Spence and Paul Sajda},
  title     = {Higher-Order Statistical Properties Arising from the Non-Stationarity of Natural Signals},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {786--792},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Row01,
  author    = {Sam T. Roweis},
  title     = {One Microphone Source Separation},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {793--799},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SaoPad01,
  author    = {George Saon and Mukund Padmanabhan},
  title     = {Minimum Bayes Error Feature Selection for Continuous Speech Recognition},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {800--806},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SauAll01,
  author    = {Lawrence K. Saul and Jont B. Allen},
  title     = {Periodic Component Analysis: An Eigenvalue Method for Representing Periodic Structure in Speech},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {807--813},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SlaCov01,
  author    = {Malcolm Slaney and Michele Covell},
  title     = {FaceSync: A Linear Operator for Measuring Synchronization of Video Facial Images and Audio Tracks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {814--820},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{TchKleKol01,
  author    = {J\"urgen Tchorz and Michael Kleinschmidt and Birger Kollmeier},
  title     = {Noise Suppression Based on Neurophysiologically-motivated SNR Estimation for Robust Speech Recognition},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {821--827},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BelMalPuz01,
  author    = {Serge Belongie and Jitendra Malik and Jan Puzicha},
  title     = {Shape Context: A New Descriptor for Shape Matching and Object Recognition},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {831--837},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BogBroGir01,
  author    = {Rafal Bogacz and Malcolm W. Brown and Christophe Giraud-Carrier},
  title     = {Emergence of Movement Sensitive Neurons' Properties by Learning a Sparse Code for Natural Moving Images},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {838--844},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{CouYui01,
  author    = {James M. Coughlan and Allen L. Yuille},
  title     = {The Manhattan World Assumption: Regularities in Scene Statistics which Enable Bayesian Inference},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {845--851},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{DelSeiThrTho01,
  author    = {Frank Dellaert and Steven M. Seitz and Sebastian Thrun and Charles Thorpe},
  title     = {Feature Correspondence: A Markov Chain Monte Carlo Approach},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {852--858},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{KriFre01,
  author    = {Trausti T. Kristjansson and Brendan J. Frey},
  title     = {Keeping Flexible Active Contours on Track using Metropolis Updates},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {859--865},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{LeeWacSej01,
  author    = {Te-Won Lee and Thomas Wachtler and Terrence J. Sejnowski},
  title     = {Color Opponency Constitutes a Sparse Representation for the Chromatic Structure of Natural Scenes},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {866--872},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MeiShi01,
  author    = {Marina Meil\u {a} and Jianbo Shi},
  title     = {Learning Segmentation by Random Walks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {873--879},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MovMinWil01,
  author    = {Javier R. Movellan and Paul Mineiro and Ruth J. Williams},
  title     = {Partially Observable SDE Models for Image Sequence Recognition Tasks},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {880--886},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{OlsSalLew01,
  author    = {Bruno A. Olshausen and Phil Sallee and Michael S. Lewicki},
  title     = {Learning Sparse Image Codes using a Wavelet Pyramid Architecture},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {887--893},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{OrmSidBlaHas01,
  author    = {Dirk Ormoneit and Hedvig Sidenbladh and Michael J. Black and Trevor Hastie},
  title     = {Learning and Tracking Cyclic Human Motion},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {894--900},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Pen01,
  author    = {Penio S. Penev},
  title     = {Redundancy and Dimensionality Reduction in Sparse-Distributed Representations of Natural Objects in Terms of Their Local Features},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {901--907},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{TehHin01,
  author    = {Yee Whye Teh and Geoffrey E. Hinton},
  title     = {Rate-coded Restricted Boltzmann Machines for Face Recognition},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {908--914},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ZenKoc01,
  author    = {Barbara Zenger and Christof Koch},
  title     = {Divisive and Subtractive Mask Effects: Linking Psychophysics and Biophysics},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {915--921},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{ArcLee01,
  author    = {Cynthia Archer and Todd K. Leen},
  title     = {From Mixtures of Mixtures to Adaptive Transform Coding},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {925--931},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BenDucVin01,
  author    = {Yoshua Bengio and R\'ejean Ducharme and Pascal Vincent},
  title     = {A Neural Probabilistic Language Model},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {932--938},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{GraSejMov01,
  author    = {Michael S. Gray and Terrence J. Sejnowski and Javier R. Movellan},
  title     = {A Comparison of Image Processing Techniques for Visual Speech Recognition Applications},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {939--945},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HaySchTarAnu01,
  author    = {Paul Hayton and Bernhard Sch{\"o}lkopf and Lionel Tarassenko and Paul Anuzis},
  title     = {Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {946--952},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MayHin01,
  author    = {Guy Mayraz and Geoffrey E. Hinton},
  title     = {Recognizing Hand-written Digits Using Hierarchical Products of Experts},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {953--959},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MogYan01,
  author    = {Baback Moghaddam and Ming-Hsuan Yang},
  title     = {Sex with Support Vector Machines},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {960--966},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{NapKozHua01,
  author    = {Milind R. Naphade and Igor Kozintsev and Thomas Huang},
  title     = {Probabilistic Semantic Video Indexing},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {967--973},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{NesDavCoo01,
  author    = {Predrag Neskovic and Philip C. Davis and Leon N. Cooper},
  title     = {Interactive Parts Model: An Application to Recognition of On-line Cursive Script},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {974--980},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{PavRehMac01,
  author    = {Vladimir Pavlovi\'c and James M. Rehg and John MacCormick},
  title     = {Learning Switching Linear Models of Human Motion},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {981--987},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{PedApoWhi01,
  author    = {Liam Pedersen and Dimi Apostolopoulos and Red Whittaker},
  title     = {Bayes Networks on Ice: Robotic Search for Antarctic Meteorites},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {988--994},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{PunRot01,
  author    = {Vasin Punyakanok and Dan Roth},
  title     = {The Use of Classifiers in Sequential Inference},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {995--1001},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SchEss01,
  author    = {Arno Sch{\"o}dl and Irfan Essa},
  title     = {Machine Learning for Video-Based Rendering},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1002--1008},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{VasLip01,
  author    = {Nuno Vasconcelos and Andrew Lippman},
  title     = {Bayesian Video Shot Segmentation},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1009--1015},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{AndRus01,
  author    = {David Andre and Stuart J. Russell},
  title     = {Programmable Reinforcement Learning Agents},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1019--1025},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{BoyLit01,
  author    = {Justin A. Boyan and Michael L. Littman},
  title     = {Exact Solutions to Time-Dependent MDPs},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1026--1032},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Car01,
  author    = {Jakob Carlstr{\"o}m},
  title     = {Decomposition of Reinforcement Learning for Admission Control of Self-Similar Call Arrival Processes},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1033--1039},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{Gor01,
  author    = {Geoffrey J. Gordon},
  title     = {Reinforcement Learning with Function Approximation Converges to a Region},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1040--1046},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{HerMah01,
  author    = {Natalia Hernandez-Gardiol and Sridhar Mahadevan},
  title     = {Hierarchical Memory-Based Reinforcement Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1047--1053},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{JonBar01,
  author    = {Anders Jonsson and Andrew G. Barto},
  title     = {Automated State Abstraction for Options using the U-Tree Algorithm},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1054--1060},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{MorDoy01,
  author    = {Jun Morimoto and Kenji Doya},
  title     = {Robust Reinforcement Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1061--1067},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{OrmGly01,
  author    = {Dirk Ormoneit and Peter Glynn},
  title     = {Kernel-Based Reinforcement Learning in Average-Cost Problems: An Application to Optimal Portfolio Choice},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1068--1074},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{SalHin01,
  author    = {Brian Sallans and Geoffrey E. Hinton},
  title     = {Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1075--1081},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{She01,
  author    = {Christian R. Shelton},
  title     = {Balancing Multiple Sources of Reward in Reinforcement Learning},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1082--1088},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}

@InProceedings{St-HoeBou01,
  author    = {Robert St-Aubin and Jesse Hoey and Craig Boutilier},
  title     = {APRICODD: Approximate Policy Construction Using Decision Diagrams},
  booktitle = {Advances in Neural Information Processing Systems 13},
  pages     = {1089--1095},
  year      = {2001},
  editor    = {Leen, Todd K. and Dietterich, Thomas G. and Tresp, Volker},
  publisher = {MIT Press}
}