@incollection{AA01,
  author    = "Carl Edward Rasmussen and Zoubin Ghahramani",
  title     = "Bayesian Monte Carlo",
  original  = "psgz/AA01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "489--496",
  year      = "2003",
}

@incollection{AA02,
  author    = "Bin Wu and K. Y. Michael Wong and David Bodoff",
  title     = "Mean Field Approach to a Probabilistic Model in Information Retrieval",
  original  = "psgz/AA02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "497--504",
  year      = "2003",
}

@incollection{AA03,
  author    = "Eric P. Xing and Andrew Y. Ng and Michael I. Jordan and Stuart Russell",
  title     = "Distance Metric Learning with Application to Clustering with Side-Information",
  original  = "psgz/AA03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "505--512",
  year      = "2003",
}

@incollection{AA04,
  author    = "Gunnar R\"{a}tsch and Alexander J. Smola and Sebastian Mika",
  title     = "Adapting Codes and Embeddings for Polychotomies",
  original  = "psgz/AA04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "513--520",
  year      = "2003",
}

@incollection{AA05,
  author    = "Glenn M. Fung and Olvi L. Mangasarian and Jude W. Shavlik",
  title     = "Knowledge-Based Support Vector Machine Classifiers",
  original  = "psgz/AA05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "521--528",
  year      = "2003",
}

@incollection{AA06,
  author    = "Agathe Girard and Carl Edward Rasmussen and Joaquin Qui{\~n}onero Candela and Roderick Murray-Smith",
  title     = "Gaussian Process Priors with Uncertain Inputs -- Application to Multiple-Step Ahead Time Series Forecasting",
  original  = "psgz/AA06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "529--536",
  year      = "2003",
}

@incollection{AA07,
  author    = "Koby Crammer and Joseph Keshet and Yoram Singer",
  title     = "Kernel Design Using Boosting",
  original  = "psgz/AA07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "537--544",
  year      = "2003",
}

@incollection{AA08,
  author    = "Sepp Hochreiter and Michael C. Mozer and Klaus Obermayer",
  title     = "Coulomb Classifiers: Generalizing Support Vector Machines via an Analogy to Electrostatic Systems",
  original  = "psgz/AA08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "545--552",
  year      = "2003",
}

@incollection{AA09,
  author    = "Yves Grandvalet and St\'ephane Canu",
  title     = "Adaptive Scaling for Feature Selection in SVMs",
  original  = "psgz/AA09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "553--560",
  year      = "2003",
}

@incollection{AA10,
  author    = "Stuart Andrews and Ioannis Tsochantaridis and Thomas Hofmann",
  title     = "Support Vector Machines for Multiple-Instance Learning",
  original  = "psgz/AA10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "561--568",
  year      = "2003",
}

@incollection{AA11,
  author    = "S.V.N. Viswanathan and Alexander J. Smola",
  title     = "Fast Kernels for String and Tree Matching",
  original  = "psgz/AA11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "569--576",
  year      = "2003",
}

@incollection{AA12,
  author    = "Geoffrey J. Gordon",
  title     = "Generalized$^2$ Linear$^2$ Models",
  original  = "psgz/AA12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "577--584",
  year      = "2003",
}

@incollection{AA13,
  author    = "Olivier Chapelle and Jason Weston and Bernhard Sch\"{o}lkopf",
  title     = "Cluster Kernels for Semi-Supervised Learning",
  original  = "psgz/AA13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "585--592",
  year      = "2003",
}

@incollection{AA14,
  author    = "Herbert Jaeger",
  title     = "Adaptive Nonlinear System Identification with Echo State Networks",
  original  = "psgz/AA14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "593--600",
  year      = "2003",
}

@incollection{AA15,
  author    = "Corinna Cortes and Patrick Haffner and Mehryar Mohri",
  title     = "Rational Kernels",
  original  = "psgz/AA15.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "601--608",
  year      = "2003",
}

@incollection{AA16,
  author    = "Neil Lawrence and Matthias Seeger and Ralf Herbrich",
  title     = "Fast Sparse Gaussian Process Methods: The Informative Vector Machine",
  original  = "psgz/AA16.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "609--616",
  year      = "2003",
}

@incollection{AA17,
  author    = "Tilman Lange and Mikio L. Braun and Volker Roth and Joachim M. Buhmann",
  title     = "Stability-Based Model Selection",
  original  = "psgz/AA17.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "617--624",
  year      = "2003",
}

@incollection{AA18,
  author    = "Martin H. Law and Anil K. Jain and M\'ario A. T. Figueiredo",
  title     = "Feature Selection in Mixture-Based Clustering",
  original  = "psgz/AA18.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "625--632",
  year      = "2003",
}

@incollection{AA19,
  author    = "Craig Saunders and John Shawe-Taylor and Alexei Vinokourov",
  title     = "String Kernels, Fisher Kernels and Finite State Automata",
  original  = "psgz/AA19.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "633--640",
  year      = "2003",
}

@incollection{AA20,
  author    = "Saharon Rosset and Eran Segal",
  title     = "Boosting Density Estimation",
  original  = "psgz/AA20.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "641--648",
  year      = "2003",
}

@incollection{AA21,
  author    = "Trevor Hastie and Rob Tibshirani",
  title     = "Independent Components Analysis through Product Density Estimation",
  original  = "psgz/AA21.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "649--656",
  year      = "2003",
}

@incollection{AA22,
  author    = "Jaz Kandola and John Shawe-Taylor and Nello Cristianini",
  title     = "Learning Semantic Similarity",
  original  = "psgz/AA22.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "657--664",
  year      = "2003",
}

@incollection{AA23,
  author    = "Max Welling and Richard S. Zemel and Geoffrey E. Hinton",
  title     = "Self Supervised Boosting",
  original  = "psgz/AA23.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "665--672",
  year      = "2003",
}

@incollection{AA24,
  author    = "Alexander G. Gray and Bernd Fischer and Johann Schumann and Wray Buntine",
  title     = "Automatic Derivation of Statistical Algorithms: The EM Family and Beyond",
  original  = "psgz/AA24.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "673--680",
  year      = "2003",
}

@incollection{AA25,
  author    = "Bal\'{a}zs K\'{e}gl",
  title     = "Intrinsic Dimension Estimation Using Packing Numbers",
  original  = "psgz/AA25.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "681--688",
  year      = "2003",
}

@incollection{AA26,
  author    = "Chakra Chennubhotla and Allan D. Jepson",
  title     = "Half-Lives of EigenFlows for Spectral Clustering",
  original  = "psgz/AA26.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "689--696",
  year      = "2003",
}

@incollection{AA27,
  author    = "Harald Steck and Tommi S. Jaakkola",
  title     = "On the Dirichlet Prior and Bayesian Regularization",
  original  = "psgz/AA27.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "697--704",
  year      = "2003",
}

@incollection{AA28,
  author    = "Vin de Silva and Joshua B. Tenenbaum",
  title     = "Global Versus Local Methods in Nonlinear Dimensionality Reduction",
  original  = "psgz/AA28.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "705--712",
  year      = "2003",
}

@incollection{AA29,
  author    = "David Barber",
  title     = "Dynamic Bayesian Networks with Deterministic Latent Tables",
  original  = "psgz/AA29.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "713--720",
  year      = "2003",
}

@incollection{AA30,
  author    = "Naonori Ueda and Kazumi Saito",
  title     = "Parametric Mixture Models for Multi-Labeled Text",
  original  = "psgz/AA30.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "721--728",
  year      = "2003",
}

@incollection{AA31,
  author    = "Koji Tsuda and Motoaki Kawanabe and Klaus-Robert M\"{u}ller",
  title     = "Clustering with the Fisher Score",
  original  = "psgz/AA31.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "729--736",
  year      = "2003",
}

@incollection{AA32,
  author    = "Peter Sykacek and Stephen Roberts",
  title     = "Adaptive Classification by Variational Kalman Filtering",
  original  = "psgz/AA32.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "737--744",
  year      = "2003",
}

@incollection{AA33,
  author    = "Baback Moghaddam and Gregory Shakhnarovich",
  title     = "Boosted Dyadic Kernel Discriminants",
  original  = "psgz/AA33.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "745--752",
  year      = "2003",
}

@incollection{AA34,
  author    = "Finnegan Southey and Dale Schuurmans and Ali Ghodsi",
  title     = "Regularized Greedy Importance Sampling",
  original  = "psgz/AA34.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "753--760",
  year      = "2003",
}

@incollection{AA35,
  author    = "Elzbieta Pekalska and David M. J. Tax and Robert P. W. Duin",
  title     = "One-Class LP Classifiers for Dissimilarity Representations",
  original  = "psgz/AA35.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "761--768",
  year      = "2003",
}

@incollection{AA36,
  author    = "Thomas Strohmann and Gregory Z. Grudic",
  title     = "A Formulation for Minimax Probability Machine Regression",
  original  = "psgz/AA36.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "769--776",
  year      = "2003",
}

@incollection{AA37,
  author    = "Christopher M. Bishop and David Spiegelhalter and John Winn",
  title     = "VIBES: A Variational Inference Engine for Bayesian Networks",
  original  = "psgz/AA37.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "777--784",
  year      = "2003",
}

@incollection{AA38,
  author    = "James D. Park and Adnan Darwiche",
  title     = "A Differential Semantics for Jointree Algorithms",
  original  = "psgz/AA38.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "785--784",
  year      = "2003",
}

@incollection{AA39,
  author    = "Sariel Har-Peled and Dan Roth and Dav Zimak",
  title     = "Constraint Classification for Multiclass Classification and Ranking",
  original  = "psgz/AA39.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "785--792",
  year      = "2003",
}

@incollection{AA40,
  author    = "Luis E. Ortiz and Michael Kearns",
  title     = "Nash Propagation for Loopy Graphical Games",
  original  = "psgz/AA40.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "793--800",
  year      = "2003",
}

@incollection{AA41,
  author    = "Dan Pelleg and Andrew Moore",
  title     = "Using Tarjan's Red Rule for Fast Dependency Tree Construction",
  original  = "psgz/AA41.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "801--808",
  year      = "2003",
}

@incollection{AA42,
  author    = "Martin Wainwright and Tommi Jaakkola and Alan Willsky",
  title     = "Exact MAP Estimates by (Hyper)tree Agreement",
  original  = "psgz/AA42.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "809--816",
  year      = "2003",
}

@incollection{AA43,
  author    = "Volker Roth and Julian Laub and Joachim Buhmann and Klaus-Robert M\"{u}ller",
  title     = "Going Metric: Denoising Pairwise Data",
  original  = "psgz/AA43.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "817--824",
  year      = "2003",
}

@incollection{AA44,
  author    = "Pascal Vincent and Yoshua Bengio",
  title     = "Manifold Parzen Windows",
  original  = "psgz/AA44.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "825--832",
  year      = "2003",
}

@incollection{AA45,
  author    = "Geoffrey Hinton and Sam Roweis",
  title     = "Stochastic Neighbor Embedding",
  original  = "psgz/AA45.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "833--840",
  year      = "2003",
}

@incollection{AA46,
  author    = "Yee Whye Teh and Sam Roweis",
  title     = "Automatic Alignment of Local Representations",
  original  = "psgz/AA46.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "841--848",
  year      = "2003",
}

@incollection{AA47,
  author    = "David Cohn",
  title     = "Informed Projections",
  original  = "psgz/AA47.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "849--856",
  year      = "2003",
}

@incollection{AA48,
  author    = "Gal Chechik and Naftali Tishby",
  title     = "Extracting Relevant Structures with Side Information",
  original  = "psgz/AA48.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "857--864",
  year      = "2003",
}

@incollection{AA49,
  author    = "Kenji Fukumizu and Shotaro Akaho and Shun-ichi Amari",
  title     = "Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting",
  original  = "psgz/AA49.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "865--872",
  year      = "2003",
}

@incollection{AA50,
  author    = "Jason Weston and Olivier Chapelle and Andre Elisseeff and Bernhard Sch\"{o}lkopf and Vladimir Vapnik",
  title     = "Kernel Dependency Estimation",
  original  = "psgz/AA50.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "873--880",
  year      = "2003",
}

@incollection{AA51,
  author    = "Kwokleung Chan and Te-Won Lee and Terrence Sejnowski",
  title     = "Handling Missing Data with Variational Bayesian Learning of ICA",
  original  = "psgz/AA51.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "881--888",
  year      = "2003",
}

@incollection{AA52,
  author    = "Sepp Hochreiter and Klaus Obermayer",
  title     = "Feature Selection and Classification on Matrix Data: From Large Margins to Small Covering Numbers",
  original  = "psgz/AA52.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "889--896",
  year      = "2003",
}

@incollection{AA53,
  author    = "Rong Jin and Zoubin Ghahramani",
  title     = "Learning with Multiple Labels",
  original  = "psgz/AA53.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "897--904",
  year      = "2003",
}

@incollection{AA54,
  author    = "Gert R. G. Lanckriet and Laurent El Ghaoui and Michael I. Jordan",
  title     = "Robust Novelty Detection with Single-Class MPM",
  original  = "psgz/AA54.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "905--912",
  year      = "2003",
}

@incollection{AA55,
  author    = "Nicholas P. Hughes and David Lowe",
  title     = "Artefactual Structure from Least-Squares Multidimensional Scaling",
  original  = "psgz/AA55.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "913--920",
  year      = "2003",
}

@incollection{AA56,
  author    = "Marina Sokolova and Mario Marchand and Nathalie Japkowicz and John Shawe-Taylor",
  title     = "The Decision List Machine",
  original  = "psgz/AA56.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "921--928",
  year      = "2003",
}

@incollection{AA57,
  author    = "Mikhail Belkin and Partha Niyogi",
  title     = "Using Manifold Stucture for Partially Labeled Classification",
  original  = "psgz/AA57.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "929--936",
  year      = "2003",
}

@incollection{AA58,
  author    = "Amnon Shashua and Anat Levin",
  title     = "Ranking with Large Margin Principle: Two Approaches",
  original  = "psgz/AA58.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "937--944",
  year      = "2003",
}

@incollection{AA59,
  author    = "Ofer Dekel and Yoram Singer",
  title     = "Multiclass Learning by Probabilistic Embeddings",
  original  = "psgz/AA59.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "945--952",
  year      = "2003",
}

@incollection{AA60,
  author    = "Anton Schwaighofer and Volker Tresp",
  title     = "Transductive and Inductive Methods for Approximate Gaussian Process Regression",
  original  = "psgz/AA60.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "953--960",
  year      = "2003",
}

@incollection{AA61,
  author    = "Matthew Brand",
  title     = "Charting a Manifold",
  original  = "psgz/AA61.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "961--968",
  year      = "2003",
}

@incollection{AA62,
  author    = "Albert E. Parker and Tom\'a\v {s} Gedeon and Alexander G. Dimitrov",
  title     = "Annealing and the Rate Distortion Problem",
  original  = "psgz/AA62.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "969--976",
  year      = "2003",
}

@incollection{AA63,
  author    = "Yasemin Altun and Thomas Hofmann and Mark Johnson",
  title     = "Discriminative Learning for Label Sequences via Boosting",
  original  = "psgz/AA63.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "977--984",
  year      = "2003",
}

@incollection{AA64,
  author    = "Peter Meinicke and Thorsten Twellmann and Helge Ritter",
  title     = "Discriminative Densities from Maximum Contrast Estimation",
  original  = "psgz/AA64.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "985--992",
  year      = "2003",
}

@incollection{AA65,
  author    = "Stan Z. Li and ZhenQiu Zhang and Heung-Yeung Shum and HongJiang Zhang",
  title     = "FloatBoost Learning for Classification",
  original  = "psgz/AA65.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "993--1000",
  year      = "2003",
}

@incollection{AA66,
  author    = "Joaquin Qui\~{n}onero-Candela and Ole Winther",
  title     = "Incremental Gaussian Processes",
  original  = "psgz/AA66.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1001--1008",
  year      = "2003",
}

@incollection{AA67,
  author    = "Francis R. Bach and Michael I. Jordan",
  title     = "Learning Graphical Models with Mercer Kernels",
  original  = "psgz/AA67.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1009--1016",
  year      = "2003",
}

@incollection{AA68,
  author    = "David A. Ross and Richard S. Zemel",
  title     = "Multiple Cause Vector Quantization",
  original  = "psgz/AA68.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1017--1024",
  year      = "2003",
}

@incollection{AA69,
  author    = "Martin Szummer and Tommi Jaakkola",
  title     = "Information Regularization with Partially Labeled Data",
  original  = "psgz/AA69.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1025--1032",
  year      = "2003",
}

@incollection{AA70,
  author    = "E. Solak and R. Murray-Smith and W. E. Leithead and D. J. Leith and C. E. Rasmussen",
  title     = "Derivative Observations in Gaussian Process Models of Dynamic Systems",
  original  = "psgz/AA70.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1033--1040",
  year      = "2003",
}

@incollection{AA71,
  author    = "Fei Sha and Lawrence K. Saul and Daniel D. Lee",
  title     = "Multiplicative Updates for Nonnegative Quadratic Programming in Support Vector Machines",
  original  = "psgz/AA71.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1041--1048",
  year      = "2003",
}

@incollection{AA72,
  author    = "Ali Rahimi and Trevor Darrell",
  title     = "Location Estimation with a Differential Update Network",
  original  = "psgz/AA72.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1049--1056",
  year      = "2003",
}

@incollection{AA73,
  author    = "Cody Kwok and Dieter Fox and Marina Meila",
  title     = "Real-Time Particle Filters",
  original  = "psgz/AA73.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1057--1064",
  year      = "2003",
}

@incollection{AP01,
  author    = "Hanna Pasula and Bhaskara Marthi and Brian Milch and Stuart Russell and Ilya Shpitser",
  title     = "Identity Uncertainty and Citation Matching",
  original  = "psgz/AP01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1401--1408",
  year      = "2003",
}

@incollection{AP02,
  author    = "Anton Schwaighofer and Volker Tresp and Peter Mayer and Alexander K. Scheel and Gerhard M\"{u}ller",
  title     = "The RA Scanner: Prediction of Rheumatoid Joint Inflammation Based on Laser Imaging",
  original  = "psgz/AP02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1409--1416",
  year      = "2003",
}

@incollection{AP03,
  author    = "Christina Leslie and Eleazar Eskin and Jason Weston and William Stafford Noble",
  title     = "Mismatch String Kernels for SVM Protein Classification",
  original  = "psgz/AP03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1417--1424",
  year      = "2003",
}

@incollection{AP04,
  author    = "Jean-Philippe Vert and Minoru Kanehisa",
  title     = "Graph-Driven Feature Extraction From Microarray Data Using Diffusion Kernels and Kernel CCA",
  original  = "psgz/AP04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1425--1432",
  year      = "2003",
}

@incollection{AP05,
  author    = "Rub\'en Morales-Men\'endez and Nando de Freitas and David Poole",
  title     = "Real-Time Monitoring of Complex Industrial Processes with Particle Filters",
  original  = "psgz/AP05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1433--1440",
  year      = "2003",
}

@incollection{AP06,
  author    = "Dmitry Y. Pavlov and David M. Pennock",
  title     = "A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains",
  original  = "psgz/AP06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1441--1448",
  year      = "2003",
}

@incollection{AP07,
  author    = "Gianluca Pollastri and Pierre Baldi and Alessandro Vullo and Paolo Frasconi",
  title     = "Prediction of Protein Topologies Using Generalized IOHMMS and RNNs",
  original  = "psgz/AP07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1449--1456",
  year      = "2003",
}

@incollection{AP08,
  author    = "Chen Yanover and Yair Weiss",
  title     = "Approximate Inference and Protein-Folding",
  original  = "psgz/AP08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1457--1464",
  year      = "2003",
}

@incollection{AP09,
  author    = "Robert B. Gramacy and Manfred K. Warmuth and Scott A. Brandt and Ismail Ari",
  title     = "Adaptive Caching by Refetching",
  original  = "psgz/AP09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1465--1472",
  year      = "2003",
}

@incollection{AP10,
  author    = "Alexei Vinokourov and John Shawe-Taylor and Nello Cristianini",
  title     = "Inferring a Semantic Representation of Text via Cross-Language Correlation Analysis",
  original  = "psgz/AP10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1473--1480",
  year      = "2003",
}

@incollection{AP11,
  author    = "William W. Cohen",
  title     = "Improving a Page Classifier with Anchor Extraction and Link Analysis",
  original  = "psgz/AP11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1481--1488",
  year      = "2003",
}

@incollection{AP12,
  author    = "Eric P. Xing and Michael I. Jordan and Richard M. Karp and Stuart Russell",
  title     = "A Hierarchical Bayesian Markovian Model for Motifs in Biopolymer Sequences",
  original  = "psgz/AP12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1489--1496",
  year      = "2003",
}

@incollection{AP13,
  author    = "Sergey Kirshner and Igor V. Cadez and Padhraic Smyth and Chandrika Kamath",
  title     = "Learning to Classify Galaxy Shapes Using the EM Algorithm",
  original  = "psgz/AP13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1497--1504",
  year      = "2003",
}

@incollection{AP14,
  author    = "Eric Brochu and Nando de Freitas",
  title     = ""Name That Song!" A Probabilistic Approach to Querying on Music and Text",
  original  = "psgz/AP14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1505--1512",
  year      = "2003",
}

@incollection{AP15,
  author    = "Matthew G. Snover and Michael R. Brent",
  title     = "A Probabilistic Model for Learning Concatenative Morphology",
  original  = "psgz/AP15.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1513--1520",
  year      = "2003",
}

@incollection{CN01,
  author    = "Auke Jan Ijspeert and Jun Nakanishi and Stefan Schaal",
  title     = "Learning Attractor Landscapes for Learning Motor Primitives",
  original  = "psgz/CN01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1523--1530",
  year      = "2003",
}

@incollection{CN02,
  author    = "Bernd Porr and Florentin W\"{o}rg\"{o}tter",
  title     = "Learning a Forward Model of a Reflex",
  original  = "psgz/CN02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1531--1538",
  year      = "2003",
}

@incollection{CN03,
  author    = "Jun Morimoto and Christopher G. Atkeson",
  title     = "Minimax Differential Dynamic Programming: An Application to Robust Biped Walking",
  original  = "psgz/CN03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1539--1546",
  year      = "2003",
}

@incollection{CN04,
  author    = "J\"{u}rgen Schmidhuber",
  title     = "Bias-Optimal Incremental Problem Solving",
  original  = "psgz/CN04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1547--1546",
  year      = "2003",
}

@incollection{CN05,
  author    = "Pascal Poupart and Craig Boutilier",
  title     = "Value-Directed Compression of POMDPs",
  original  = "psgz/CN05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1547--1554",
  year      = "2003",
}

@incollection{CN06,
  author    = "Ralf Schoknecht",
  title     = "Optimality of Reinforcement Learning Algorithms with Linear Function Approximation",
  original  = "psgz/CN06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1555--1562",
  year      = "2003",
}

@incollection{CN07,
  author    = "Maxim Likhachev and Sven Koenig",
  title     = "Speeding up the Parti-Game Algorithm",
  original  = "psgz/CN07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1563--1570",
  year      = "2003",
}

@incollection{CN08,
  author    = "Xiaofeng Wang and Tuomas Sandholm",
  title     = "Reinforcement Learning to Play an Optimal Nash Equilibrium in Team Markov Games",
  original  = "psgz/CN08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1571--1578",
  year      = "2003",
}

@incollection{CN09,
  author    = "Ralf Schoknecht and Artur Merke",
  title     = "Convergent Combinations of Reinforcement Learning with Linear Function Approximation",
  original  = "psgz/CN09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1579--1586",
  year      = "2003",
}

@incollection{CN10,
  author    = "Daniela Pucci de Farias and Benjamin Van Roy",
  title     = "Approximate Linear Programming for Average-Cost Dynamic Programming",
  original  = "psgz/CN10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1587--1594",
  year      = "2003",
}

@incollection{CN11,
  author    = "Theodore J. Perkins and Doina Precup",
  title     = "A Convergent Form of Approximate Policy Iteration",
  original  = "psgz/CN11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1595--1602",
  year      = "2003",
}

@incollection{CN12,
  author    = "Ronen I. Brafman and Moshe Tennenholtz",
  title     = "Efficient Learning Equilibrium",
  original  = "psgz/CN12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1603--1610",
  year      = "2003",
}

@incollection{CN13,
  author    = "Christopher G. Atkeson and Jun Morimoto",
  title     = "Nonparametric Representation of Policies and Value Functions: A Trajectory-Based Approach",
  original  = "psgz/CN13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1611--1618",
  year      = "2003",
}

@incollection{CN14,
  author    = "Khashayar Rohanimanesh and Sridhar Mahadevan",
  title     = "Learning to Take Concurrent Actions",
  original  = "psgz/CN14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1619--1626",
  year      = "2003",
}

@incollection{CN15,
  author    = "Michail G. Lagoudakis and Ronald Parr",
  title     = "Learning in Zero-Sum Team Markov Games Using Factored Value Functions",
  original  = "psgz/CN15.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1627--1634",
  year      = "2003",
}

@incollection{CN16,
  author    = "Nicholas Roy and Geoffrey Gordon",
  title     = "Exponential Family PCA for Belief Compression in POMDPs",
  original  = "psgz/CN16.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1635--1642",
  year      = "2003",
}

@incollection{CS01,
  author    = "Dan Klein and Christopher D. Manning",
  title     = "Fast Exact Inference with a Factored Model for Natural Language Parsing",
  original  = "psgz/CS01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "3--10",
  year      = "2003",
}

@incollection{CS02,
  author    = "Thomas L. Griffiths and Mark Steyvers",
  title     = "Prediction and Semantic Association",
  original  = "psgz/CS02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "11--18",
  year      = "2003",
}

@incollection{CS03,
  author    = "Szabolcs K\'ali and Peter Dayan",
  title     = "Replay, Repair and Consolidation",
  original  = "psgz/CS03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "19--26",
  year      = "2003",
}

@incollection{CS04,
  author    = "Emanuel Todorov and Michael I. Jordan",
  title     = "A Minimal Intervention Principle for Coordinated Movement",
  original  = "psgz/CS04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "27--34",
  year      = "2003",
}

@incollection{CS05,
  author    = "David Fass and Jacob Feldman",
  title     = "Categorization Under Complexity: A Unified MDL Account of Human Learning of Regular and Irregular Categories",
  original  = "psgz/CS05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "35--34",
  year      = "2003",
}

@incollection{CS06,
  author    = "Joshua B. Tenenbaum and Thomas L. Griffiths",
  title     = "Theory-Based Causal Inference",
  original  = "psgz/CS06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "35--42",
  year      = "2003",
}

@incollection{CS07,
  author    = "Willem Zuidema",
  title     = "How the Poverty of the Stimulus Solves the Poverty of the Stimulus",
  original  = "psgz/CS07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "43--50",
  year      = "2003",
}

@incollection{CS08,
  author    = "Neville E. Sanjana and Joshua B. Tenenbaum",
  title     = "Bayesian Models of Inductive Generalization",
  original  = "psgz/CS08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "51--58",
  year      = "2003",
}

@incollection{CS09,
  author    = "Daniel J. Navarro and Michael D. Lee",
  title     = "Combining Dimensions and Features in Similarity-Based Representations",
  original  = "psgz/CS09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "59--66",
  year      = "2003",
}

@incollection{CS10,
  author    = "Kenneth J. Malmberg and Ren\'e Zeelenberg and Richard M. Shiffrin",
  title     = "Modeling Midazolam's Effect on the Hippocampus and Recognition Memory",
  original  = "psgz/CS10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "67--66",
  year      = "2003",
}

@incollection{CS11,
  author    = "David Danks and Thomas L. Griffiths and Joshua B. Tenenbaum",
  title     = "Dynamical Causal Learning",
  original  = "psgz/CS11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "67--74",
  year      = "2003",
}

@incollection{CS12,
  author    = "Robert A. Jacobs and Melissa Dominguez",
  title     = "Visual Development Aids the Acquisition of Motion Velocity Sensitivities",
  original  = "psgz/CS12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "75--82",
  year      = "2003",
}

@incollection{CS13,
  author    = "Nathaniel D. Daw and Aaron C. Courville and David S. Touretzky",
  title     = "Timing and Partial Observability in the Dopamine System",
  original  = "psgz/CS13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "83--90",
  year      = "2003",
}

@incollection{CS14,
  author    = "Zach Solan and Eytan Ruppin and David Horn and Shimon Edelman",
  title     = "Automatic Acquisition and Efficient Representation of Syntactic Structures",
  original  = "psgz/CS14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "91--98",
  year      = "2003",
}

@incollection{IM01,
  author    = "Alexandre R.S. Romariz and Kelvin Wagner",
  title     = "Optoelectronic Implementation of a FitzHugh-Nagumo Neural Model",
  original  = "psgz/IM01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1067--1074",
  year      = "2003",
}

@incollection{IM02,
  author    = "Shih-Chii Liu and Malte Boegershausen and Pascal Suter",
  title     = "Circuit Model of Short-Term Synaptic Dynamics",
  original  = "psgz/IM02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1075--1082",
  year      = "2003",
}

@incollection{IM03,
  author    = "David Hsu and Seth Bridges and Miguel Figueroa and Chris Diorio",
  title     = "Adaptive Quantization and Density Estimation in Silicon",
  original  = "psgz/IM03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1083--1090",
  year      = "2003",
}

@incollection{IM04,
  author    = "Giacomo Indiveri",
  title     = "Neuromorphic Bistable VLSI Synapses with Spike-Timing-Dependent Plasticity",
  original  = "psgz/IM04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1091--1098",
  year      = "2003",
}

@incollection{IM05,
  author    = "R. Carmona and F. Jim\'enez-Garrido and R. Dominguez-Castro and S. Espejo and A. Rodriguez-V\'azquez",
  title     = "Retinal Processing Emulation in a Programmable 2-Layer Analog Array Processor CMOS Chip",
  original  = "psgz/IM05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1099--1106",
  year      = "2003",
}

@incollection{IM06,
  author    = "Peter Meinicke and Matthias Kaper and Florian Hoppe and Manfred Heumann and Helge Ritter",
  title     = "Improving Transfer Rates in Brain Computer Interfacing: A Case Study",
  original  = "psgz/IM06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1107--1114",
  year      = "2003",
}

@incollection{IM07,
  author    = "Guido Dornhege and Benjamin Blankertz and Gabriel Curio and Klaus-Robert M\"{u}ller",
  title     = "Combining Features for BCI",
  original  = "psgz/IM07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1115--1122",
  year      = "2003",
}

@incollection{IM08,
  author    = "Jakob Heinzle and Alan Stocker",
  title     = "Classifying Patterns of Visual Motion - a Neuromorphic Approach",
  original  = "psgz/IM08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1123--1130",
  year      = "2003",
}

@incollection{IM09,
  author    = "Terry Elliott and J\"{o}rg Kramer",
  title     = "Developing Topography and Ocular Dominance Using Two aVLSI Vision Sensors and a Neurotrophic Model of Plasticity",
  original  = "psgz/IM09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1131--1138",
  year      = "2003",
}

@incollection{IM10,
  author    = "Brian Taba and Kwabena Boahen",
  title     = "Topographic Map Formation by Silicon Growth Cones",
  original  = "psgz/IM10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1139--1146",
  year      = "2003",
}

@incollection{IM11,
  author    = "R. Jacob Vogelstein and Francesco Tenore and Ralf Philipp and Miriam S. Adlerstein and David H. Goldberg and Gert Cauwenberghs",
  title     = "Spike Timing-Dependent Plasticity in the Address Domain",
  original  = "psgz/IM11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1147--1154",
  year      = "2003",
}

@incollection{IM12,
  author    = "Seth Bridges and Miguel Figueroa and David Hsu and Chris Diorio",
  title     = "Field-Programmable Learning Arrays",
  original  = "psgz/IM12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1155--1162",
  year      = "2003",
}

@incollection{LT01,
  author    = "Ron Meir and Tong Zhang",
  title     = "Data-Dependent Bounds for Bayesian Mixture Methods",
  original  = "psgz/LT01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "319--326",
  year      = "2003",
}

@incollection{LT02,
  author    = "D\"{o}rthe Malzahn and Manfred Opper",
  title     = "A Statistical Mechanics Approach to Approximate Analytical Bootstrap Averages",
  original  = "psgz/LT02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "327--334",
  year      = "2003",
}

@incollection{LT03,
  author    = "Noam Slonim and Yair Weiss",
  title     = "Maximum Likelihood and the Information Bottleneck",
  original  = "psgz/LT03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "335--342",
  year      = "2003",
}

@incollection{LT04,
  author    = "Tom Heskes",
  title     = "Stable Fixed Points of Loopy Belief Propagation Are Local Minima of the Bethe Free Energy",
  original  = "psgz/LT04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "343--350",
  year      = "2003",
}

@incollection{LT05,
  author    = "David McAllester and Luis Ortiz",
  title     = "Concentration Inequalities for the Missing Mass and for Histogram Rule Error",
  original  = "psgz/LT05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "351--358",
  year      = "2003",
}

@incollection{LT06,
  author    = "Clayton Scott and Robert Nowak",
  title     = "Dyadic Classification Trees via Structural Risk Minimization",
  original  = "psgz/LT06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "359--366",
  year      = "2003",
}

@incollection{LT07,
  author    = "John Shawe-Taylor and Christopher K. I. Williams",
  title     = "The Stability of Kernel Principal Components Analysis and its Relation to the Process Eigenspectrum",
  original  = "psgz/LT07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "367--374",
  year      = "2003",
}

@incollection{LT08,
  author    = "John Lafferty and Guy Lebanon",
  title     = "Information Diffusion Kernels",
  original  = "psgz/LT08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "375--382",
  year      = "2003",
}

@incollection{LT09,
  author    = "J. L. Shapiro",
  title     = "Scaling of Probability-Based Optimization Algorithms",
  original  = "psgz/LT09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "383--390",
  year      = "2003",
}

@incollection{LT10,
  author    = "Sumio Watanabe and Shun-ichi Amari",
  title     = "The Effect of Singularities in a Learning Machine when the True Parameters Do Not Lie on such Singularities",
  original  = "psgz/LT10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "391--398",
  year      = "2003",
}

@incollection{LT11,
  author    = "Olivier Bousquet and Daniel J. L. Herrmann",
  title     = "On the Complexity of Learning the Kernel Matrix",
  original  = "psgz/LT11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "399--406",
  year      = "2003",
}

@incollection{LT12,
  author    = "Tatsuto Murayama and Masato Okada",
  title     = "Rate Distortion Function in the Spin Glass State: A Toy Model",
  original  = "psgz/LT12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "407--414",
  year      = "2003",
}

@incollection{LT13,
  author    = "Guy Lebanon and John Lafferty",
  title     = "Conditional Models on the Ranking Poset",
  original  = "psgz/LT13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "415--422",
  year      = "2003",
}

@incollection{LT14,
  author    = "John Langford and John Shawe-Taylor",
  title     = "PAC-Bayes \& Margins",
  original  = "psgz/LT14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "423--430",
  year      = "2003",
}

@incollection{LT15,
  author    = "Eric Allender and Sanjeev Arora and Michael Kearns and Cristopher Moore and Alexander Russell",
  title     = "A Note on the Representational Incompatibility of Function Approximation and Factored Dynamics",
  original  = "psgz/LT15.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "431--437",
  year      = "2003",
}

@incollection{LT16,
  author    = "Wim Wiegerinck and Tom Heskes",
  title     = "Fractional Belief Propagation",
  original  = "psgz/LT16.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "438--445",
  year      = "2003",
}

@incollection{LT17,
  author    = "Jon Kleinberg",
  title     = "An Impossibility Theorem for Clustering",
  original  = "psgz/LT17.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "446--453",
  year      = "2003",
}

@incollection{LT18,
  author    = "Tong Zhang",
  title     = "Effective Dimension and Generalization of Kernel Learning",
  original  = "psgz/LT18.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "454--461",
  year      = "2003",
}

@incollection{LT19,
  author    = "Koby Crammer and Ran Gilad-Bachrach and Amir Navot and Naftali Tishby",
  title     = "Margin Analysis of the LVQ Algorithm",
  original  = "psgz/LT19.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "462--469",
  year      = "2003",
}

@incollection{LT20,
  author    = "Nicol\`{o} Cesa-Bianchi and Alex Conconi and Claudio Gentile",
  title     = "Margin-Based Algorithms for Information Filtering",
  original  = "psgz/LT20.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "470--477",
  year      = "2003",
}

@incollection{LT21,
  author    = "Cheng Soon Ong and Alexander J. Smola and Robert C. Williamson",
  title     = "Hyperkernels",
  original  = "psgz/LT21.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "478--485",
  year      = "2003",
}

@incollection{NS01,
  author    = "Michael R. DeWeese and Anthony M. Zador",
  title     = "Binary Coding in Auditory Cortex",
  original  = "psgz/NS01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "101--108",
  year      = "2003",
}

@incollection{NS02,
  author    = "Maneesh Sahani and Jennifer F. Linden",
  title     = "How Linear are Auditory Cortical Responses?",
  original  = "psgz/NS02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "109--116",
  year      = "2003",
}

@incollection{NS03,
  author    = "W Wu and M. J. Black and Y. Gao and E. Bienenstock and M. Serruya and A. Shaikhouni and J. P. Donoghue",
  title     = "Neural Decoding of Cursor Motion Using a Kalman Filter",
  original  = "psgz/NS03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "117--124",
  year      = "2003",
}

@incollection{NS04,
  author    = "Lavi Shpigelman and Yoram Singer and Rony Paz and Eilon Vaadia",
  title     = "Spikernels: Embedding Spiking Neurons in Inner-Product Spaces",
  original  = "psgz/NS04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "125--132",
  year      = "2003",
}

@incollection{NS05,
  author    = "Christian K. Machens and Michael Wehr and Anthony M. Zador",
  title     = "Spectro-Temporal Receptive Fields of Subthreshold Responses in Auditory Cortex",
  original  = "psgz/NS05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "133--140",
  year      = "2003",
}

@incollection{NS06,
  author    = "Jarmo Hurri and Aapo Hyv\"{a}rinen",
  title     = "Temporal Coherence, Natural Image Sequences, and the Visual Cortex",
  original  = "psgz/NS06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "141--148",
  year      = "2003",
}

@incollection{NS07,
  author    = "David Barber",
  title     = "Learning in Spiking Neural Assemblies",
  original  = "psgz/NS07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "149--156",
  year      = "2003",
}

@incollection{NS08,
  author    = "Angela Yu and Peter Dayan",
  title     = "Expected and Unexpected Uncertainty: ACh and NE in the Neocortex",
  original  = "psgz/NS08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "157--164",
  year      = "2003",
}

@incollection{NS09,
  author    = "Aaron J. Gruber and Sara A. Solla and James C. Houk",
  title     = "Dopamine Induced Bistability Enhances Signal Processing in Spiny Neurons",
  original  = "psgz/NS09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "165--172",
  year      = "2003",
}

@incollection{NS10,
  author    = "Liam Paninski",
  title     = "Convergence Properties of Some Spike-Triggered Analysis Techniques",
  original  = "psgz/NS10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "173--180",
  year      = "2003",
}

@incollection{NS11,
  author    = "Dmitri B. Chklovskii and Armen Stepanyants",
  title     = "Branching Law for Axons",
  original  = "psgz/NS11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "181--188",
  year      = "2003",
}

@incollection{NS12,
  author    = "Matthias Bethge and David Rotermund and Klaus Pawelzik",
  title     = "Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution",
  original  = "psgz/NS12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "189--196",
  year      = "2003",
}

@incollection{NS13,
  author    = "Elad Schneidman and William Bialek and Michael J. Berry II",
  title     = "An Information Theoretic Approach to the Functional Classification of Neurons",
  original  = "psgz/NS13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "197--204",
  year      = "2003",
}

@incollection{NS14,
  author    = "Javier R. Movellan and Thomas Wachtler and Thomas D. Albright and Terrence Sejnowski",
  title     = "Factorial Coding of Color in Primary Visual Cortex",
  original  = "psgz/NS14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "205--212",
  year      = "2003",
}

@incollection{NS15,
  author    = "Wolfgang Maass and Thomas Natschl\"{a}ger and Henry Markram",
  title     = "A Model for Real-Time Computation in Generic Neural Microcircuits",
  original  = "psgz/NS15.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "213--220",
  year      = "2003",
}

@incollection{NS16,
  author    = "Peter Dayan and Maneesh Sahani and Gregoire Deback",
  title     = "Adaptation and Unsupervised Learning",
  original  = "psgz/NS16.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "221--228",
  year      = "2003",
}

@incollection{NS17,
  author    = "Alex Holub and Gilles Laurent and Pietro Perona",
  title     = "A Digital Antennal Lobe for Pattern Equalization: Analysis and Design",
  original  = "psgz/NS17.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "229--236",
  year      = "2003",
}

@incollection{NS18,
  author    = "Michael Eisele and Kenneth D. Miller",
  title     = "Hidden Markov Model of Cortical Synaptic Plasticity: Derivation of the Learning Rule",
  original  = "psgz/NS18.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "237--244",
  year      = "2003",
}

@incollection{NS19,
  author    = "Luk-Chong Yeung and Brian S. Blais and Leon N. Cooper and Harel Z. Shouval",
  title     = "Selectivity and Metaplasticity in a Unified Calcium-Dependent Model",
  original  = "psgz/NS19.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "245--252",
  year      = "2003",
}

@incollection{NS20,
  author    = "Alistair Bray and Dominique Martinez",
  title     = "Kernel-Based Extraction of Slow Features: Complex Cells Learn Disparity and Translation Invariance from Natural Images",
  original  = "psgz/NS20.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "253--260",
  year      = "2003",
}

@incollection{NS21,
  author    = "Tatyana Sharpee and Nicole C. Rust and William Bialek",
  title     = "Maximally Informative Dimensions: Analyzing Neural Responses to Natural Signals",
  original  = "psgz/NS21.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "261--268",
  year      = "2003",
}

@incollection{NS22,
  author    = "Arunava Banerjee and Alexandre Pouget",
  title     = "Dynamical Constraints on Computing with Spike Timing in the Cortex",
  original  = "psgz/NS22.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "269--276",
  year      = "2003",
}

@incollection{NS23,
  author    = "Patrik O. Hoyer and Aapo Hyv\"{a}rinen",
  title     = "Interpreting Neural Response Variability as Monte Carlo Sampling of the Posterior",
  original  = "psgz/NS23.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "277--284",
  year      = "2003",
}

@incollection{NS24,
  author    = "Alon Fishbach and Bradford J. May",
  title     = "A Neural Edge-Detection Model for Enhanced Auditory Sensitivity in Modulated Noise",
  original  = "psgz/NS24.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "285--292",
  year      = "2003",
}

@incollection{NS25,
  author    = "Christian W. Eurich",
  title     = "An Estimation-Theoretic Framework for the Presentation of Multiple Stimuli",
  original  = "psgz/NS25.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "293--300",
  year      = "2003",
}

@incollection{NS26,
  author    = "Maneesh Sahani and Jennifer F. Linden",
  title     = "Evidence Optimization Techniques for Estimating Stimulus-Response Functions",
  original  = "psgz/NS26.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "301--308",
  year      = "2003",
}

@incollection{NS27,
  author    = "Duane Q. Nykamp",
  title     = "Reconstructing Stimulus-Driven Neural Networks from Spike Times",
  original  = "psgz/NS27.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "309--316",
  year      = "2003",
}

@incollection{SP01,
  author    = "Shantanu Chakrabartty and Gert Cauwenberghs",
  title     = "Forward-Decoding Kernel-Based Phone Recognition",
  original  = "psgz/SP01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1165--1172",
  year      = "2003",
}

@incollection{SP02,
  author    = "Gil-Jin Jang and Te-Won Lee",
  title     = "A Probabilistic Approach to Single Channel Blind Signal Separation",
  original  = "psgz/SP02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1173--1180",
  year      = "2003",
}

@incollection{SP03,
  author    = "Lawrence K. Saul and Daniel D. Lee and Charles L. Isbell and Yann LeCun",
  title     = "Real Time Voice Processing with Audiovisual Feedback: Toward Autonomous Agents with Perfect Pitch",
  original  = "psgz/SP03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1181--1188",
  year      = "2003",
}

@incollection{SP04,
  author    = "Sachin S. Kajarekar and Hynek Hermansky",
  title     = "Analysis of Information in Speech Based on MANOVA",
  original  = "psgz/SP04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1189--1196",
  year      = "2003",
}

@incollection{SP05,
  author    = "Patrick J. Wolfe and Simon J. Godsill",
  title     = "Bayesian Estimation of Time-Frequency Coefficients for Audio Signal Enhancement",
  original  = "psgz/SP05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1197--1204",
  year      = "2003",
}

@incollection{SP06,
  author    = "Hagai Attias",
  title     = "Source Separation with a Sensor Array Using Graphical Models and Subband Filtering",
  original  = "psgz/SP06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1205--1212",
  year      = "2003",
}

@incollection{SP07,
  author    = "Samy Bengio",
  title     = "An Asynchronous Hidden Markov Model for Audio-Visual Speech Recognition",
  original  = "psgz/SP07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1213--1220",
  year      = "2003",
}

@incollection{SP08,
  author    = "Guoning Hu and DeLiang Wang",
  title     = "Monaural Speech Separation",
  original  = "psgz/SP08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1221--1228",
  year      = "2003",
}

@incollection{SP09,
  author    = "Ehud Ben-Reuven and Yoram Singer",
  title     = "Discriminative Binaural Sound Localization",
  original  = "psgz/SP09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1229--1236",
  year      = "2003",
}

@incollection{SP10,
  author    = "Shinji Watanabe and Yasuhiro Minami and Atsushi Nakamura and Naonori Ueda",
  title     = "Application of Variational Bayesian Approach to Speech Recognition",
  original  = "psgz/SP10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1237--1244",
  year      = "2003",
}

@incollection{VS01,
  author    = "Anat Levin and Assaf Zomet and Yair Weiss",
  title     = "Learning to Perceive Transparency from the Statistics of Natural Scenes",
  original  = "psgz/VS01.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1247--1254",
  year      = "2003",
}

@incollection{VS02,
  author    = "David R. Martin and Charless C. Fowlkes and Jitendra Malik",
  title     = "Learning to Detect Natural Image Boundaries Using Brightness and Texture",
  original  = "psgz/VS02.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1255--1262",
  year      = "2003",
}

@incollection{VS03,
  author    = "Anitha Kannan and Nebojsa Jojic and Brendan Frey",
  title     = "Fast Transformation-Invariant Factor Analysis",
  original  = "psgz/VS03.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1263--1270",
  year      = "2003",
}

@incollection{VS04,
  author    = "M. S. Bartlett and G. Littlewort and B. Braathen and T. J. Sejnowski and J. R. Movellan",
  title     = "A Prototype for Automatic Recognition of Spontaneous Facial Actions",
  original  = "psgz/VS04.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1271--1278",
  year      = "2003",
}

@incollection{VS05,
  author    = "Michael E. Tipping and Christopher M. Bishop",
  title     = "Bayesian Image Super-Resolution",
  original  = "psgz/VS05.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1279--1286",
  year      = "2003",
}

@incollection{VS06,
  author    = "David B. Grimes and Rajesh P. N. Rao",
  title     = "A Bilinear Model for Sparse Coding",
  original  = "psgz/VS06.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1287--1294",
  year      = "2003",
}

@incollection{VS07,
  author    = "Amos J. Storkey",
  title     = "Dynamic Structure Super-Resolution",
  original  = "psgz/VS07.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1295--1302",
  year      = "2003",
}

@incollection{VS08,
  author    = "Kinh Tieu and Erik G. Miller",
  title     = "Unsupervised Color Constancy",
  original  = "psgz/VS08.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1303--1310",
  year      = "2003",
}

@incollection{VS09,
  author    = "Leonid Taycher and John W. Fisher III and Trevor Darrell",
  title     = "Recovering Articulated Model Topology from Observed Rigid Motion",
  original  = "psgz/VS09.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1311--1318",
  year      = "2003",
}

@incollection{VS10,
  author    = "Matthias O. Franz and Javaan S. Chahl",
  title     = "Linear Combinations of Optic Flow Vectors for Estimating Self-Motion - a Real-World Test of a Neural Model",
  original  = "psgz/VS10.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1319--1326",
  year      = "2003",
}

@incollection{VS11,
  author    = "Phil Sallee and Bruno A. Olshausen",
  title     = "Learning Sparse Multiscale Image Representations",
  original  = "psgz/VS11.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1327--1334",
  year      = "2003",
}

@incollection{VS12,
  author    = "William T. Freeman and Antonio Torralba",
  title     = "Shape Recipes: Scene Representations that Refer to the Image",
  original  = "psgz/VS12.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1335--1342",
  year      = "2003",
}

@incollection{VS13,
  author    = "Marshall F. Tappen and William T. Freeman and Edward H. Adelson",
  title     = "Recovering Intrinsic Images from a Single Image",
  original  = "psgz/VS13.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1343--1350",
  year      = "2003",
}

@incollection{VS14,
  author    = "Nuno Vasconcelos",
  title     = "Feature Selection by Maximum Marginal Diversity",
  original  = "psgz/VS14.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1351--1358",
  year      = "2003",
}

@incollection{VS15,
  author    = "Max Welling and Geoffrey Hinton and Simon Osindero",
  title     = "Learning Sparse Topographic Representations with Products of Student-t Distributions",
  original  = "psgz/VS15.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1359--1366",
  year      = "2003",
}

@incollection{VS16,
  author    = "Yan Karklin and Michael S. Lewicki",
  title     = "A Model for Learning Variance Components of Natural Images",
  original  = "psgz/VS16.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1367--1374",
  year      = "2003",
}

@incollection{VS17,
  author    = "B. Caputo and Gy. Dork\'{o}",
  title     = "How to Combine Color and Shape Information for 3D Object Recognition: Kernels do the Trick",
  original  = "psgz/VS17.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1375--1382",
  year      = "2003",
}

@incollection{VS18,
  author    = "Stella X. Yu and Ralph Gross and Jianbo Shi",
  title     = "Concurrent Object Recognition and Segmentation by Graph Partitioning",
  original  = "psgz/VS18.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1383--1390",
  year      = "2003",
}

@incollection{VS19,
  author    = "Christopher K. I. Williams and Michalis K. Titsias",
  title     = "Learning About Multiple Objects in Images: Factorial Learning without Factorial Search",
  original  = "psgz/VS19.ps.gz", 
  booktitle = "Advances in Neural Information Processing Systems 15",
  editor    = "S. Becker, S. Thrun and K. Obermayer",
  publisher = "MIT Press"
  address   = "Cambridge, MA"
  pages     = "1391--1398",
  year      = "2003",
}