@incollection{NIPS2005_888,
 author = {Pieter {Abbeel} and Andrew Y. {Ng}},
 title = {Learning first-order Markov models for control},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1-8},
 year = {2005},
 original = "0001_888.PDF",
}

@incollection{NIPS2005_690,
 author = {Shivani {Agarwal} and Thore {Graepel} and Ralf {Herbrich} and Dan {Roth}},
 title = {A Large Deviation Bound for the Area Under the ROC Curve},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {9-16},
 year = {2005},
 original = "0009_690.PDF",
}

@incollection{NIPS2005_364,
 author = {Fabio {Aiolli} and Alessandro {Sperduti}},
 title = {Learning Preferences for Multiclass Problems},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {17-24},
 year = {2005},
 original = "0017_364.PDF",
}

@incollection{NIPS2005_270,
 author = {Moray {Allan} and Christopher K. I. {Williams}},
 title = {Harmonising Chorales by Probabilistic Inference},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {25-32},
 year = {2005},
 original = "0025_270.PDF",
}

@incollection{NIPS2005_578,
 author = {Dragomir {Anguelov} and Praveen {Srinivasan} and Hoi-Cheung {Pang} and Daphne {Koller} and Sebastian {Thrun} and James {Davis}},
 title = {The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {33-40},
 year = {2005},
 original = "0033_578.PDF",
}

@incollection{NIPS2005_645,
 author = {Alexandre {d'Aspremont} and Laurent {El Ghaoui} and Michael I. {Jordan} and Gert R.G. {Lanckriet}},
 title = {A Direct Formulation for Sparse PCA Using Semidefinite Programming},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {41-48},
 year = {2005},
 original = "0041_645.PDF",
}

@incollection{NIPS2005_804,
 author = {Erik {Aurell} and Uri {Gordon} and Scott {Kirkpatrick}},
 title = {Comparing Beliefs, Surveys, and Random Walks},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {49-56},
 year = {2005},
 original = "0049_804.PDF",
}

@incollection{NIPS2005_429,
 author = {Shai {Avidan} and Moshe {Butman}},
 title = {The power of feature clustering: An application to object detection},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {57-64},
 year = {2005},
 original = "0057_429.PDF",
}

@incollection{NIPS2005_627,
 author = {Francis R. {Bach} and Michael I. {Jordan}},
 title = {Blind One-microphone Speech Separation: A Spectral Learning Approach},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {65-72},
 year = {2005},
 original = "0065_627.PDF",
}

@incollection{NIPS2005_792,
 author = {Francis R. {Bach} and Romain {Thibaux} and Michael I. {Jordan}},
 title = {Computing regularization paths for learning multiple kernels},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {73-80},
 year = {2005},
 original = "0073_792.PDF",
}

@incollection{NIPS2005_384,
 author = {G\"{o}khan H. {Bak{\i}r} and L\'{e}on {Bottou} and Jason {Weston}},
 title = {Breaking SVM Complexity with Cross-Training},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {81-88},
 year = {2005},
 original = "0081_384.PDF",
}

@incollection{NIPS2005_399,
 author = {Maria-Florina {Balcan} and Avrim {Blum} and Ke {Yang}},
 title = {Co-Training and Expansion: Towards Bridging Theory and Practice},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {89-96},
 year = {2005},
 original = "0089_399.PDF",
}

@incollection{NIPS2005_28,
 author = {Pierre {Baldi} and Jianlin {Cheng} and Alessandro {Vullo}},
 title = {Large-Scale Prediction of Disulphide Bond Connectivity},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {97-104},
 year = {2005},
 original = "0097_028.PDF",
}

@incollection{NIPS2005_239,
 author = {Aharon {Bar-Hillel} and Adam {Spiro} and Eran {Stark}},
 title = {Spike Sorting: Bayesian Clustering of Non-Stationary Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {105-112},
 year = {2005},
 original = "0105_239.PDF",
}

@incollection{NIPS2005_621,
 author = {Peter L. {Bartlett} and Michael {Collins} and Ben {Taskar} and David {McAllester}},
 title = {Exponentiated Gradient Algorithms for Large-margin Structured Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {113-120},
 year = {2005},
 original = "0113_621.PDF",
}

@incollection{NIPS2005_533,
 author = {Anthony J. {Bell} and Lucas C. {Parra}},
 title = {Maximising Sensitivity in a Spiking Network},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {121-128},
 year = {2005},
 original = "0121_533.PDF",
}

@incollection{NIPS2005_691,
 author = {Yoshua {Bengio} and Martin {Monperrus}},
 title = {Non-Local Manifold Tangent Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {129-136},
 year = {2005},
 original = "0129_691.PDF",
}

@incollection{NIPS2005_603,
 author = {Tamara L. {Berg} and Alexander C. {Berg} and Jaety {Edwards} and David {Forsyth}},
 title = {Who's In the Picture},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {137-144},
 year = {2005},
 original = "0137_603.PDF",
}

@incollection{NIPS2005_380,
 author = {Nils {Bertschinger} and Thomas {Natschl\"ager} and Robert A. {Legenstein}},
 title = {At the Edge of Chaos: Real-time Computations and Self-Organized Criticality in Recurrent Neural Networks},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {145-152},
 year = {2005},
 original = "0145_380.PDF",
}

@incollection{NIPS2005_269,
 author = {Chiranjib {Bhattacharyya} and Pannagadatta K. {Shivaswamy} and Alex {Smola}},
 title = {A Second Order Cone programming Formulation for Classifying Missing Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {153-160},
 year = {2005},
 original = "0153_269.PDF",
}

@incollection{NIPS2005_195,
 author = {Jinbo {Bi} and Tong {Zhang}},
 title = {Support Vector Classification with Input Data Uncertainty},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {161-168},
 year = {2005},
 original = "0161_195.PDF",
}

@incollection{NIPS2005_595,
 author = {Fredrik {Bissmarck} and Hiroyuki {Nakahara} and Kenji {Doya} and Okihide {Hikosaka}},
 title = {Responding to Modalities with Different Latencies},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {169-176},
 year = {2005},
 original = "0169_595.PDF",
}

@incollection{NIPS2005_174,
 author = {Tobias {Blaschke} and Laurenz {Wiskott}},
 title = {Nonlinear Blind Source Separation by Integrating Independent Component Analysis and Slow Feature Analysis},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {177-184},
 year = {2005},
 original = "0177_174.PDF",
}

@incollection{NIPS2005_506,
 author = {John {Blitzer} and Kilian {Weinberger} and Lawrence {Saul} and Fernando {Pereira}},
 title = {Hierarchical Distributed Representations for Statistical Language Modeling},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {185-192},
 year = {2005},
 original = "0185_506.PDF",
}

@incollection{NIPS2005_745,
 author = {Jospeh {Bockhorst} and Mark {Craven}},
 title = {Markov Networks for Detecting Overalpping Elements in Sequence Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {193-200},
 year = {2005},
 original = "0193_745.PDF",
}

@incollection{NIPS2005_237,
 author = {Sander M. {Bohte} and Michael C. {Mozer}},
 title = {Reducing Spike Train Variability: A Computational Theory Of Spike-Timing Dependent Plasticity},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {201-208},
 year = {2005},
 original = "0201_237.PDF",
}

@incollection{NIPS2005_26,
 author = {Michael {Bowling}},
 title = {Convergence and No-Regret in Multiagent Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {209-216},
 year = {2005},
 original = "0209_026.PDF",
}

@incollection{NIPS2005_225,
 author = {Phillip {Boyle} and Marcus {Frean}},
 title = {Dependent Gaussian Processes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {217-224},
 year = {2005},
 original = "0217_225.PDF",
}

@incollection{NIPS2005_799,
 author = {Miguel \'{A}. {Carreira-Perpi\~{n}\'{a}n} and Richard S. {Zemel}},
 title = {Proximity Graphs for Clustering and Manifold Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {225-232},
 year = {2005},
 original = "0225_799.PDF",
}

@incollection{NIPS2005_129,
 author = {Nicol\`o {Cesa-Bianchi} and Claudio {Gentile} and Andrea {Tironi} and Luca {Zaniboni}},
 title = {Incremental Algorithms for Hierarchical Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {233-240},
 year = {2005},
 original = "0233_129.PDF",
}

@incollection{NIPS2005_311,
 author = {Nicol\`o {Cesa-Bianchi} and Claudio {Gentile} and Luca {Zaniboni}},
 title = {Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {241-248},
 year = {2005},
 original = "0241_311.PDF",
}

@incollection{NIPS2005_697,
 author = {Shantanu {Chakrabartty} and Gert {Cauwenberghs}},
 title = {Sub-Microwatt Analog VLSI Support Vector Machine for Pattern Classification and Sequence Estimation},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {249-256},
 year = {2005},
 original = "0249_697.PDF",
}

@incollection{NIPS2005_852,
 author = {Olivier {Chapelle} and Zaid {Harchaoui}},
 title = {A Machine Learning Approach to Conjoint Analysis},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {257-264},
 year = {2005},
 original = "0257_852.PDF",
}

@incollection{NIPS2005_843,
 author = {Kumar {Chellapilla} and Patrice Y. {Simard}},
 title = {Using Machine Learning to Break Visual Human Interaction Proofs (HIPs)},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {265-272},
 year = {2005},
 original = "0265_843.PDF",
}

@incollection{NIPS2005_561,
 author = {Chakra {Chennubhotla} and Allan {Jepson}},
 title = {Hierarchical Eigensolver for Transition Matrices in Spectral Methods},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {273-280},
 year = {2005},
 original = "0273_561.PDF",
}

@incollection{NIPS2005_598,
 author = {Tanzeem {Choudhury} and Sumit {Basu}},
 title = {Modeling Conversational Dynamics as a Mixed-Memory Markov Process},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {281-288},
 year = {2005},
 original = "0281_598.PDF",
}

@incollection{NIPS2005_779,
 author = {Michael D. {Colagrosso} and Michael C. {Mozer}},
 title = {Theories of Access Consciousness},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {289-296},
 year = {2005},
 original = "0289_779.PDF",
}

@incollection{NIPS2005_855,
 author = {Adrian {Corduneanu} and Tommi S. {Jaakkola}},
 title = {Distributed Information Regularization on Graphs},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {297-304},
 year = {2005},
 original = "0297_855.PDF",
}

@incollection{NIPS2005_197,
 author = {Corinna {Cortes} and Mehryar {Mohri}},
 title = {Confidence Intervals for the Area Under the ROC Curve},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {305-312},
 year = {2005},
 original = "0305_197.PDF",
}

@incollection{NIPS2005_614,
 author = {Aaron C. {Courville} and Nathaniel D. {Daw} and David S. {Touretzky}},
 title = {Similarity and Discrimination in Classical Conditioning: A Latent Variable Account},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {313-320},
 year = {2005},
 original = "0313_614.PDF",
}

@incollection{NIPS2005_296,
 author = {Juan Jos\'{e} {del Coz} and Gustavo F. {Bay\'{o}n} and Jorge {D\'{\i}ez} and Oscar {Luaces} and Antonio {Bahamonde} and Carlos {Sa\~{n}udo}},
 title = {Trait Selection for Assessing Beef Meat Quality Using Non-linear SVM},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {321-328},
 year = {2005},
 original = "0321_296.PDF",
}

@incollection{NIPS2005_585,
 author = {Marco {Cuturi} and Jean-Philippe {Vert}},
 title = {Semigroup Kernels on Finite Sets},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {329-336},
 year = {2005},
 original = "0329_585.PDF",
}

@incollection{NIPS2005_514,
 author = {Sanjoy {Dasgupta}},
 title = {Analysis of a greedy active learning strategy},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {337-344},
 year = {2005},
 original = "0337_514.PDF",
}

@incollection{NIPS2005_274,
 author = {Ofer {Dekel} and Shai {Shalev-Shwartz} and Yoram {Singer}},
 title = {The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {345-352},
 year = {2005},
 original = "0345_274.PDF",
}

@incollection{NIPS2005_405,
 author = {Sophie {Deneve}},
 title = {Bayesian inference in spiking neurons},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {353-360},
 year = {2005},
 original = "0353_405.PDF",
}

@incollection{NIPS2005_770,
 author = {Inderjit {Dhillon} and Suvrit {Sra} and Joel {Tropp}},
 title = {Triangle Fixing Algorithms for the Metric Nearness Problem},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {361-368},
 year = {2005},
 original = "0361_770.PDF",
}

@incollection{NIPS2005_536,
 author = {Frank {DiMaio} and Jude {Shavlik} and George {Phillips}},
 title = {Pictorial Structures for Molecular Modeling: Interpreting Density Maps},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {369-376},
 year = {2005},
 original = "0369_536.PDF",
}

@incollection{NIPS2005_757,
 author = {Eizaburo {Doi} and Michael S. {Lewicki}},
 title = {Sparse Coding of Natural Images Using an Overcomplete Set of Limited Capacity Units},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {377-384},
 year = {2005},
 original = "0377_757.PDF",
}

@incollection{NIPS2005_550,
 author = {Jaety {Edwards} and Yee Whye {Teh} and David {Forsyth} and Roger {Bock} and Michael {Maire} and Grace {Vesom}},
 title = {Making Latin Manuscripts Searchable using gHMM's},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {385-392},
 year = {2005},
 original = "0385_550.PDF",
}

@incollection{NIPS2005_97,
 author = {Alexei {Efros} and Volkan {Isler} and Jianbo {Shi} and Mirk\'{o} {Visontai}},
 title = {Seeing through water},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {393-400},
 year = {2005},
 original = "0393_097.PDF",
}

@incollection{NIPS2005_798,
 author = {Eyal {Even-Dar} and Sham M. {Kakade} and Yishay {Mansour}},
 title = {Experts in a Markov Decision Process},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {401-408},
 year = {2005},
 original = "0401_798.PDF",
}

@incollection{NIPS2005_71,
 author = {Daniela {de Farias} and Nimrod {Megiddo}},
 title = {Exploration-Exploitation Tradeoffs for Experts Algorithms in Reactive Environments},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {409-416},
 year = {2005},
 original = "0409_071.PDF",
}

@incollection{NIPS2005_677,
 author = {Daniela {de Farias} and Benjamin {Van Roy}},
 title = {A Cost-Shaping LP for Bellman Error Minimization with Performance Guarantees},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {417-424},
 year = {2005},
 original = "0417_677.PDF",
}

@incollection{NIPS2005_234,
 author = {Andras D. {Ferencz} and Erik G. {Learned-Miller} and Jitendra {Malik}},
 title = {Learning Hyper-Features for Visual Identification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {425-432},
 year = {2005},
 original = "0425_234.PDF",
}

@incollection{NIPS2005_347,
 author = {Rob {Fergus} and Andrew {Zisserman} and Pietro {Perona}},
 title = {Sampling Methods for Unsupervised Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {433-440},
 year = {2005},
 original = "0433_347.PDF",
}

@incollection{NIPS2005_522,
 author = {Miguel {Figueroa} and Seth {Bridges} and Chris {Diorio}},
 title = {On-Chip Compensation of Device-Mismatch Effects in Analog VLSI Neural Networks},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {441-448},
 year = {2005},
 original = "0441_522.PDF",
}

@incollection{NIPS2005_317,
 author = {Michael {Fink}},
 title = {Object Classification from a Single Example Utilizing Class Relevance Metrics},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {449-456},
 year = {2005},
 original = "0449_317.PDF",
}

@incollection{NIPS2005_372,
 author = {Bernd {Fischer} and Volker {Roth} and Joachim {Buhmann} and Jonas {Grossmann} and Sacha {Baginsky} and Wilhelm {Gruissem} and Franz {Roos} and Peter {Widmayer}},
 title = {A Hidden Markov Model for de Novo Peptide Sequencing},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {457-464},
 year = {2005},
 original = "0457_372.PDF",
}

@incollection{NIPS2005_356,
 author = {Matthias O. {Franz} and Bernhard {Sch\"{o}lkopf}},
 title = {Implicit Wiener Series for Higher-Order Image Analysis},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {465-472},
 year = {2005},
 original = "0465_356.PDF",
}

@incollection{NIPS2005_712,
 author = {Scott J. {Gaffney} and Padhraic {Smyth}},
 title = {Joint Probabilistic Curve Clustering and Alignment},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {473-480},
 year = {2005},
 original = "0473_712.PDF",
}

@incollection{NIPS2005_196,
 author = {Dashan {Gao} and Nuno {Vasconcelos}},
 title = {Discriminant Saliency for Visual Recognition from Cluttered Scenes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {481-488},
 year = {2005},
 original = "0481_196.PDF",
}

@incollection{NIPS2005_502,
 author = {Giorgio {Gia\-cin\-to} and Fabio {Roli}},
 title = {Instance-Based Relevance Feedback for Image Retrieval},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {489-496},
 year = {2005},
 original = "0489_502.PDF",
}

@incollection{NIPS2005_628,
 author = {Amir {Globerson} and Gal {Chechik} and Fernando {Pereira} and Naftali {Tishby}},
 title = {Euclidean Embedding of Co-Occurrence Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {497-504},
 year = {2005},
 original = "0497_628.PDF",
}

@incollection{NIPS2005_63,
 author = {Jacob {Goldberger} and Sam {Roweis}},
 title = {Hierarchical Clustering of a Mixture Model},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {505-512},
 year = {2005},
 original = "0505_063.PDF",
}

@incollection{NIPS2005_121,
 author = {Jacob {Goldberger} and Sam {Roweis} and Geoffrey {Hinton} and Ruslan {Salakhutdinov}},
 title = {Neighbourhood Components Analysis},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {513-520},
 year = {2005},
 original = "0513_121.PDF",
}

@incollection{NIPS2005_190,
 author = {Hans Peter {Graf} and Eric {Cosatto} and L\'{e}on {Bottou} and Igor {Dourdanovic} and Vladimir {Vapnik}},
 title = {Parallel Support Vector Machines: The Cascade SVM},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {521-528},
 year = {2005},
 original = "0521_190.PDF",
}

@incollection{NIPS2005_519,
 author = {Yves {Grandvalet} and Yoshua {Bengio}},
 title = {Semi-supervised Learning by Entropy Minimization},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {529-536},
 year = {2005},
 original = "0529_519.PDF",
}

@incollection{NIPS2005_642,
 author = {Thomas L. {Griffiths} and Mark {Steyvers} and David M. {Blei} and Joshua B. {Tenenbaum}},
 title = {Integrating Topics and Syntax},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {537-544},
 year = {2005},
 original = "0537_642.PDF",
}

@incollection{NIPS2005_194,
 author = {Isabelle {Guyon} and Steve {Gunn} and Asa {Ben-Hur} and Gideon {Dror}},
 title = {Result Analysis of the NIPS 2003 Feature Selection Challenge},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {545-552},
 year = {2005},
 original = "0545_194.PDF",
}

@incollection{NIPS2005_801,
 author = {Kosuke {Hamaguchi} and Masato {Okada} and Kazuyuki {Aihara}},
 title = {Theory of localized synfire chain: characteristic propagation speed of stable spike pattern},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {553-560},
 year = {2005},
 original = "0553_801.PDF",
}

@incollection{NIPS2005_582,
 author = {Trevor {Hastie} and Saharon {Rosset} and Robert {Tibshirani} and Ji {Zhu}},
 title = {The Entire Regularization Path for the Support Vector Machine},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {561-568},
 year = {2005},
 original = "0561_582.PDF",
}

@incollection{NIPS2005_503,
 author = {N. Jeremy {Hill} and Thomas Navin {Lal} and Karin {Bierig} and Niels {Birbaumer} and Bernhard {Sch\"{o}lkopf}},
 title = {An Auditory Paradigm for Brain-Computer Interfaces},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {569-576},
 year = {2005},
 original = "0569_503.PDF",
}

@incollection{NIPS2005_344,
 author = {Constanze {Hofstoetter} and Manuel {Gil} and Kynan {Eng} and Giacomo {Indiveri} and Matti {Mintz} and Joerg {Kramer} and Paul {Verschure}},
 title = {The Cerebellum Chip: an Analog VLSI Implementation of a
Cerebellar Model of Classical Conditioning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {577-584},
 year = {2005},
 original = "0577_344.PDF",
}

@incollection{NIPS2005_629,
 author = {Michael P. {Holmes} and Charles Lee {Isbell, Jr.}},
 title = {Schema Learning: Experience-Based Construction of Predictive Action Models},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {585-592},
 year = {2005},
 original = "0585_629.PDF",
}

@incollection{NIPS2005_322,
 author = {Antti {Honkela} and Harri {Valpola}},
 title = {Unsupervised Variational Bayesian Learning of Nonlinear Models},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {593-600},
 year = {2005},
 original = "0593_322.PDF",
}

@incollection{NIPS2005_340,
 author = {Tzu-Kuo {Huang} and Chih-Jen {Lin} and Ruby C. {Weng}},
 title = {A Generalized Bradley-Terry Model: From Group Competition to Individual Skill},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {601-608},
 year = {2005},
 original = "0601_340.PDF",
}

@incollection{NIPS2005_96,
 author = {Alexander T. {Ihler} and John W. {Fisher} and Alan S. {Willsky}},
 title = {Message Errors in Belief Propagation},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {609-616},
 year = {2005},
 original = "0609_096.PDF",
}

@incollection{NIPS2005_513,
 author = {Tomoharu {Iwata} and Kazumi {Saito} and Naonori {Ueda} and Sean {Stromsten} and Thomas L. {Griffiths} and Joshua B. {Tenenbaum}},
 title = {Parametric Embedding for Class Visualization},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {617-624},
 year = {2005},
 original = "0617_513.PDF",
}

@incollection{NIPS2005_360,
 author = {Robert {Jenssen} and Deniz {Erdogmus} and Jose {Principe} and Torbj\o rn {Eltoft}},
 title = {The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {625-632},
 year = {2005},
 original = "0625_360.PDF",
}

@incollection{NIPS2005_528,
 author = {Sham M. {Kakade} and Michael {Kearns} and Luis E. {Ortiz} and Robin {Pemantle} and Siddharth {Suri}},
 title = {Economic Properties of Social Networks},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {633-640},
 year = {2005},
 original = "0633_528.PDF",
}

@incollection{NIPS2005_822,
 author = {Sham M. {Kakade} and Andrew Y. {Ng}},
 title = {Online Bounds for Bayesian Algorithms},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {641-648},
 year = {2005},
 original = "0641_822.PDF",
}

@incollection{NIPS2005_238,
 author = {Hideto {Kazawa} and Tomonori {Izumitani} and Hirotoshi {Taira} and Eisaku {Maeda}},
 title = {Maximal Margin Labeling for Multi-Topic Text Categorization},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {649-656},
 year = {2005},
 original = "0649_238.PDF",
}

@incollection{NIPS2005_874,
 author = {Bal\'{a}zs {K\'{e}gl}},
 title = {Generalization Error and Algorithmic Convergence of Median Boosting},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {657-664},
 year = {2005},
 original = "0657_874.PDF",
}

@incollection{NIPS2005_456,
 author = {Bal\'{a}zs {K\'{e}gl} and Ligen {Wang}},
 title = {Boosting on Manifolds: Adaptive Regularization of Base Classifiers},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {665-672},
 year = {2005},
 original = "0665_456.PDF",
}

@incollection{NIPS2005_437,
 author = {Wolf {Kienzle} and G\"{o}khan H. {Bak{\i}r} and Matthias O. {Franz} and Bernhard {Sch\"{o}lkopf}},
 title = {Face Detection --- Efficient and Rank Deficient},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {673-680},
 year = {2005},
 original = "0673_437.PDF",
}

@incollection{NIPS2005_247,
 author = {Jongmin {Kim} and John {Hopfield} and Erik {Winfree}},
 title = {Neural Network Computation by In Vitro Transcriptional Circuits},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {681-688},
 year = {2005},
 original = "0681_247.PDF",
}

@incollection{NIPS2005_233,
 author = {Einat {Klein} and Rachel {Mislovaty} and Ido {Kanter} and Andreas {Ruttor} and Wolfgang {Kinzel}},
 title = {Synchronization of neural networks by mutual learning and its application to cryptography},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {689-696},
 year = {2005},
 original = "0689_233.PDF",
}

@incollection{NIPS2005_831,
 author = {Robert D. {Kleinberg}},
 title = {Nearly Tight Bounds for the Continuum-Armed Bandit Problem},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {697-704},
 year = {2005},
 original = "0697_831.PDF",
}

@incollection{NIPS2005_722,
 author = {Vladimir {Koltchinskii} and Manel {Mart\'{\i}nez-Ram\'{o}n} and Stefan {Posse}},
 title = {Optimal Aggregation of Classifiers and Boosting Maps in Functional Magnetic Resonance Imaging},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {705-712},
 year = {2005},
 original = "0705_722.PDF",
}

@incollection{NIPS2005_460,
 author = {Wojtek {Kowalczyk} and Nikos {Vlassis}},
 title = {Newscast EM},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {713-720},
 year = {2005},
 original = "0713_460.PDF",
}

@incollection{NIPS2005_200,
 author = {Balaji {Krishnapuram} and David {Williams} and Ya {Xue} and Alexander {Hartemink} and Lawrence {Carin} and Mario {Figueiredo}},
 title = {On Semi-Supervised Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {721-728},
 year = {2005},
 original = "0721_200.PDF",
}

@incollection{NIPS2005_369,
 author = {Taku {Kudo} and Eisaku {Maeda} and Yuji {Matsumoto}},
 title = {An Application of Boosting to Graph Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {729-736},
 year = {2005},
 original = "0729_369.PDF",
}

@incollection{NIPS2005_443,
 author = {Thomas Navin {Lal} and Thilo {Hinterberger} and Guido {Widman} and Michael {Schr\"{o}der} and N. Jeremy {Hill} and Wolfgang {Rosenstiel} and Christian E. {Elger} and Bernhard {Sch\"{o}lkopf} and Niels {Birbaumer}},
 title = {Methods Towards Invasive Human Brain Computer Interfaces},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {737-744},
 year = {2005},
 original = "0737_443.PDF",
}

@incollection{NIPS2005_720,
 author = {Dustin {Lang} and Nando {de Freitas}},
 title = {Beat Tracking the Graphical Model Way},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {745-752},
 year = {2005},
 original = "0745_720.PDF",
}

@incollection{NIPS2005_257,
 author = {Neil D. {Lawrence} and Michael I. {Jordan}},
 title = {Semi-supervised Learning via Gaussian Processes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {753-760},
 year = {2005},
 original = "0753_257.PDF",
}

@incollection{NIPS2005_761,
 author = {Erik G. {Learned-Miller} and Parvez {Ahammad}},
 title = {Joint MRI Bias Removal Using Entropy Minimization Across Images},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {761-768},
 year = {2005},
 original = "0761_761.PDF",
}

@incollection{NIPS2005_674,
 author = {M\'{a}t\'{e} {Lengyel} and Peter {Dayan}},
 title = {Rate- and Phase-coded Autoassociative Memory},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {769-776},
 year = {2005},
 original = "0769_674.PDF",
}

@incollection{NIPS2005_94,
 author = {Elizaveta {Levina} and Peter J. {Bickel}},
 title = {Maximum Likelihood Estimation of Intrinsic Dimension},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {777-784},
 year = {2005},
 original = "0777_094.PDF",
}

@incollection{NIPS2005_872,
 author = {Maxim {Likhachev} and Geoff {Gordon} and Sebastian {Thrun}},
 title = {Planning for Markov Decision Processes with Sparse Stochasticity},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {785-792},
 year = {2005},
 original = "0785_872.PDF",
}

@incollection{NIPS2005_565,
 author = {Jongwoo {Lim} and David A. {Ross} and Ruei-Sung {Lin} and Ming-Hsuan {Yang}},
 title = {Incremental Learning for Visual Tracking},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {793-800},
 year = {2005},
 original = "0793_565.PDF",
}

@incollection{NIPS2005_577,
 author = {Ruei-Sung {Lin} and David A. {Ross} and Jongwoo {Lim} and Ming-Hsuan {Yang}},
 title = {Adaptive Discriminative Generative Model and Its Applications},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {801-808},
 year = {2005},
 original = "0801_577.PDF",
}

@incollection{NIPS2005_668,
 author = {Yuanqing {Lin} and Daniel D. {Lee}},
 title = {Bayesian Regularization and Nonnegative Deconvolution for Time Delay Estimation},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {809-816},
 year = {2005},
 original = "0809_668.PDF",
}

@incollection{NIPS2005_425,
 author = {Jennifer {Listgarten} and Radford M. {Neal} and Sam T. {Roweis} and Andrew {Emili}},
 title = {Multiple Alignment of Continuous Time Series},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {817-824},
 year = {2005},
 original = "0817_425.PDF",
}

@incollection{NIPS2005_187,
 author = {Ting {Liu} and Andrew W. {Moore} and Alexander {Gray} and Ke {Yang}},
 title = {An Investigation of Practical Approximate Nearest Neighbor Algorithms},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {825-832},
 year = {2005},
 original = "0825_187.PDF",
}

@incollection{NIPS2005_307,
 author = {Philip M. {Long} and Xinyu {Wu}},
 title = {Mistake Bounds for Maximum Entropy Discrimination},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {833-840},
 year = {2005},
 original = "0833_307.PDF",
}

@incollection{NIPS2005_497,
 author = {Le {Lu} and Gregory D. {Hager} and Laurent {Younes}},
 title = {A Three Tiered Approach for Articulated Object Action Modeling and Recognition},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {841-848},
 year = {2005},
 original = "0841_497.PDF",
}

@incollection{NIPS2005_867,
 author = {Zhengdong {Lu} and Todd {Leen}},
 title = {Semi-supervised Learning with Penalized Probabilistic Clustering},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {849-856},
 year = {2005},
 original = "0849_867.PDF",
}

@incollection{NIPS2005_277,
 author = {Ulrike {von Luxburg} and Olivier {Bousquet} and Mikhail {Belkin}},
 title = {Limits of Spectral Clustering},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {857-864},
 year = {2005},
 original = "0857_277.PDF",
}

@incollection{NIPS2005_320,
 author = {Wolfgang {Maass} and Robert A. {Legenstein} and Nils {Bertschinger}},
 title = {Methods for Estimating the Computational Power and Generalization Capability of Neural Microcircuits},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {865-872},
 year = {2005},
 original = "0865_320.PDF",
}

@incollection{NIPS2005_776,
 author = {Omid {Madani} and David M. {Pennock} and Gary W. {Flake}},
 title = {Co-Validation: Using  Model Disagreement on Unlabeled Data to Validate Classification Algorithms},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {873-880},
 year = {2005},
 original = "0873_776.PDF",
}

@incollection{NIPS2005_139,
 author = {Mario {Marchand} and Mohak {Shah}},
 title = {PAC-Bayes Learning of Conjunctions and Classification of Gene-Expression Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {881-888},
 year = {2005},
 original = "0881_139.PDF",
}

@incollection{NIPS2005_866,
 author = {Tim K. {Marks} and John {Hershey} and J. Cooper {Roddey} and Javier R. {Movellan}},
 title = {Joint Tracking of Pose, Expression, and Texture using Conditionally 
Gaussian Filters},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {889-896},
 year = {2005},
 original = "0889_866.PDF",
}

@incollection{NIPS2005_271,
 author = {Yoshitatsu {Matsuda} and Kazunori {Yamaguchi}},
 title = {Linear Multilayer Independent Component Analysis for Large Natural Scenes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {897-904},
 year = {2005},
 original = "0897_271.PDF",
}

@incollection{NIPS2005_527,
 author = {Andrew {McCallum} and Ben {Wellner}},
 title = {Conditional Models of Identity Uncertainty with Application to Noun Coreference},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {905-912},
 year = {2005},
 original = "0905_527.PDF",
}

@incollection{NIPS2005_835,
 author = {Roland {Memisevic} and Geoffrey {Hinton}},
 title = {Multiple Relational Embedding},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {913-920},
 year = {2005},
 original = "0913_835.PDF",
}

@incollection{NIPS2005_809,
 author = {Charles A. {Micchelli} and Massimiliano {Pontil}},
 title = {Kernels for Multi--task Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {921-928},
 year = {2005},
 original = "0921_809.PDF",
}

@incollection{NIPS2005_254,
 author = {Johannes {Mohr} and Klaus {Obermayer}},
 title = {A Topographic Support Vector Machine: Classification Using Local Label Configurations},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {929-936},
 year = {2005},
 original = "0929_254.PDF",
}

@incollection{NIPS2005_517,
 author = {Marcelo A. {Montemurro} and Stefano {Panzeri}},
 title = {Optimal Information Decoding from Neuronal Populations with Specific Stimulus Selectivity},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {937-944},
 year = {2005},
 original = "0937_517.PDF",
}

@incollection{NIPS2005_579,
 author = {Joris M. {Mooij} and Hilbert J. {Kappen}},
 title = {Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {945-952},
 year = {2005},
 original = "0945_579.PDF",
}

@incollection{NIPS2005_541,
 author = {Pierre {Moreels} and Pietro {Perona}},
 title = {Common-Frame Model for Object Recognition},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {953-960},
 year = {2005},
 original = "0953_541.PDF",
}

@incollection{NIPS2005_665,
 author = {Mukund {Narasimhan} and Jeff A. {Bilmes}},
 title = {Optimal sub-graphical models},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {961-968},
 year = {2005},
 original = "0961_665.PDF",
}

@incollection{NIPS2005_99,
 author = {Daniel B. {Neill} and Andrew W. {Moore} and Francisco {Pereira} and Tom {Mitchell}},
 title = {Detecting Significant Multidimensional Spatial Clusters},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {969-976},
 year = {2005},
 original = "0969_099.PDF",
}

@incollection{NIPS2005_415,
 author = {Andrew Y. {Ng} and H. Jin {Kim}},
 title = {Stable adaptive control with online learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {977-984},
 year = {2005},
 original = "0977_415.PDF",
}

@incollection{NIPS2005_511,
 author = {Finn {\AA}rup {Nielsen}},
 title = {Mass Meta-analysis in Talairach Space},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {985-992},
 year = {2005},
 original = "0985_511.PDF",
}

@incollection{NIPS2005_507,
 author = {Rasmus Kongsgaard {Olsson} and Lars Kai {Hansen}},
 title = {A Harmonic Excitation State-Space Approach to Blind Separation of Speech},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {993-1000},
 year = {2005},
 original = "0993_507.PDF",
}

@incollection{NIPS2005_708,
 author = {Manfred {Opper} and Ole {Winther}},
 title = {Expectation Consistent Free Energies for Approximate Inference},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1001-1008},
 year = {2005},
 original = "1001_708.PDF",
}

@incollection{NIPS2005_467,
 author = {Sean {O'Rourke} and Gal {Chechik} and Robin {Friedman} and Eleazar {Eskin}},
 title = {Discrete profile alignment via constrained information bottleneck},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1009-1016},
 year = {2005},
 original = "1009_467.PDF",
}

@incollection{NIPS2005_606,
 author = {Margarita {Osadchy} and Matthew L. {Miller} and Yann {LeCun}},
 title = {Synergistic Face Detection and Pose Estimation with Energy-Based Models},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1017-1024},
 year = {2005},
 original = "1017_606.PDF",
}

@incollection{NIPS2005_327,
 author = {Liam {Paninski}},
 title = {Log-concavity Results on Gaussian Process Methods for Supervised and Unsupervised Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1025-1032},
 year = {2005},
 original = "1025_327.PDF",
}

@incollection{NIPS2005_453,
 author = {Liam {Paninski}},
 title = {Variational Minimax Estimation of Discrete Distributions under KL Loss},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1033-1040},
 year = {2005},
 original = "1033_453.PDF",
}

@incollection{NIPS2005_661,
 author = {Hyun Jin {Park} and Te Won {Lee}},
 title = {Modeling Nonlinear Dependencies in Natural Images using Mixture of Laplacian Distribution},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1041-1048},
 year = {2005},
 original = "1041_661.PDF",
}

@incollection{NIPS2005_689,
 author = {David C. {Parkes} and Satinder {Singh} and Dimah {Yanovsky}},
 title = {Approximately Efficient Online Mechanism Design},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1049-1056},
 year = {2005},
 original = "1049_689.PDF",
}

@incollection{NIPS2005_371,
 author = {Massimiliano {Pavan} and Marcello {Pelillo}},
 title = {Efficient Out-of-Sample Extension of Dominant-Set Clusters},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1057-1064},
 year = {2005},
 original = "1057_371.PDF",
}

@incollection{NIPS2005_442,
 author = {Dori {Peleg} and Ron {Meir}},
 title = {A Feature Selection Algorithm Based on the Global Minimization of a Generalization Error Bound},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1065-1072},
 year = {2005},
 original = "1065_442.PDF",
}

@incollection{NIPS2005_438,
 author = {Dan {Pelleg} and Andrew W. {Moore}},
 title = {Active Learning for Anomaly and Rare-Category Detection},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1073-1080},
 year = {2005},
 original = "1073_438.PDF",
}

@incollection{NIPS2005_676,
 author = {Pascal {Poupart} and Craig {Boutilier}},
 title = {VDCBPI: an Approximate Scalable Algorithm for Large POMDPs},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1081-1088},
 year = {2005},
 original = "1081_676.PDF",
}

@incollection{NIPS2005_423,
 author = {Rob {Powers} and Yoav {Shoham}},
 title = {New Criteria and a New Algorithm for Learning in Multi-Agent Systems},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1089-1096},
 year = {2005},
 original = "1089_423.PDF",
}

@incollection{NIPS2005_810,
 author = {Ariadna {Quattoni} and Michael {Collins} and Trevor {Darrell}},
 title = {Conditional Random Fields for Object Recognition},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1097-1104},
 year = {2005},
 original = "1097_810.PDF",
}

@incollection{NIPS2005_709,
 author = {Baranidharan {Raman} and Ricardo {Gutierrez-Osuna}},
 title = {Chemosensory Processing in a Spiking Model of the Olfactory Bulb: Chemotopic Convergence and Center Surround Inhibition},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1105-1112},
 year = {2005},
 original = "1105_709.PDF",
}

@incollection{NIPS2005_617,
 author = {Rajesh P. N. {Rao}},
 title = {Hierarchical Bayesian Inference in Networks of Spiking Neurons},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1113-1120},
 year = {2005},
 original = "1113_617.PDF",
}

@incollection{NIPS2005_869,
 author = {Laura Walker {Renninger} and James M. {Coughlan} and Preeti {Verghese} and Jitendra {Malik}},
 title = {An Information Maximization Model of Eye Movements},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1121-1128},
 year = {2005},
 original = "1121_869.PDF",
}

@incollection{NIPS2005_663,
 author = {Fran\c{c}ois {Rivest} and Yoshua {Bengio} and John {Kalaska}},
 title = {Brain Inspired Reinforcement Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1129-1136},
 year = {2005},
 original = "1129_663.PDF",
}

@incollection{NIPS2005_622,
 author = {Khashayar {Rohanimanesh} and Robert {Platt} and Sridhar {Mahadevan} and Roderic {Grupen}},
 title = {Coarticulation in Markov Decision Processes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1137-1144},
 year = {2005},
 original = "1137_622.PDF",
}

@incollection{NIPS2005_640,
 author = {Lorenzo {Rosasco} and Andrea {Caponnetto} and Ernesto {De Vito} and Francesca {Odone} and Umberto {De Giovannini}},
 title = {Learning, Regularization and Ill-Posed Inverse Problems},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1145-1152},
 year = {2005},
 original = "1145_640.PDF",
}

@incollection{NIPS2005_346,
 author = {Saharon {Rosset}},
 title = {Following Curved Regularized Optimization Solution Paths},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1153-1160},
 year = {2005},
 original = "1153_346.PDF",
}

@incollection{NIPS2005_601,
 author = {Saharon {Rosset} and Ji {Zhu} and Hui {Zou} and Trevor {Hastie}},
 title = {A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1161-1168},
 year = {2005},
 original = "1161_601.PDF",
}

@incollection{NIPS2005_298,
 author = {Volker {Roth}},
 title = {Outlier Detection with One-class Kernel Fisher Discriminants},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1169-1176},
 year = {2005},
 original = "1169_298.PDF",
}

@incollection{NIPS2005_152,
 author = { {Sajama} and Alon {Orlitsky}},
 title = {Semi-parametric Exponential Family PCA},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1177-1184},
 year = {2005},
 original = "1177_152.PDF",
}

@incollection{NIPS2005_427,
 author = {Sunita {Sarawagi} and William W. {Cohen}},
 title = {Semi-Markov Conditional Random Fields for Information Extraction},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1185-1192},
 year = {2005},
 original = "1185_427.PDF",
}

@incollection{NIPS2005_447,
 author = {Bernhard {Sch\"{o}lkopf} and Joachim {Giesen} and Simon {Spalinger}},
 title = {Kernel Methods for Implicit Surface Modeling},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1193-1200},
 year = {2005},
 original = "1193_447.PDF",
}

@incollection{NIPS2005_287,
 author = {Felix {Sch\"{u}rmann} and Karlheinz {Meier} and Johannes {Schemmel}},
 title = {Edge of Chaos Computation in Mixed-Mode VLSI - A Hard Liquid},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1201-1208},
 year = {2005},
 original = "1201_287.PDF",
}

@incollection{NIPS2005_763,
 author = {Anton {Schwaighofer} and Volker {Tresp} and Kai {Yu}},
 title = {Learning Gaussian Process Kernels via Hierarchical Bayes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1209-1216},
 year = {2005},
 original = "1209_763.PDF",
}

@incollection{NIPS2005_604,
 author = {Odelia {Schwartz} and Terrence J. {Sejnowski} and Peter {Dayan}},
 title = {Assignment of Multiplicative Mixtures in Natural Images},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1217-1224},
 year = {2005},
 original = "1217_604.PDF",
}

@incollection{NIPS2005_530,
 author = {Clayton {Scott} and Robert {Nowak}},
 title = {On the Adaptive Properties of Decision Trees},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1225-1232},
 year = {2005},
 original = "1225_530.PDF",
}

@incollection{NIPS2005_324,
 author = {Fei {Sha} and Lawrence {Saul}},
 title = {Real-Time Pitch Determination of One or More Voices by Nonnegative Matrix Factorization},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1233-1240},
 year = {2005},
 original = "1233_324.PDF",
}

@incollection{NIPS2005_521,
 author = {Ofer {Shai} and Brendan J. {Frey} and Quaid D. {Morris} and Qun {Pan} and Christine {Misquitta} and Benjamin J. {Blencowe}},
 title = {Probabilistic Inference of Alternative Splicing Events in Microarray Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1241-1248},
 year = {2005},
 original = "1241_521.PDF",
}

@incollection{NIPS2005_136,
 author = {Guy {Shani} and Ronen I. {Brafman}},
 title = {Resolving Perceptual Aliasing In The Presence Of Noisy Sensors},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1249-1256},
 year = {2005},
 original = "1249_136.PDF",
}

@incollection{NIPS2005_116,
 author = {Amnon {Shashua} and Tamir {Hazan}},
 title = {Algebraic Set Kernels with Application to Inference Over Local Image
Representations},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1257-1264},
 year = {2005},
 original = "1257_116.PDF",
}

@incollection{NIPS2005_670,
 author = {Pradeep {Shenoy} and Rajesh P. N. {Rao}},
 title = {Dynamic Bayesian Networks for Brain-Computer Interfaces},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1265-1272},
 year = {2005},
 original = "1265_670.PDF",
}

@incollection{NIPS2005_140,
 author = {Lavi {Shpigelman} and Koby {Crammer} and Rony {Paz} and Eilon {Vaadia} and Yoram {Singer}},
 title = {A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1273-1280},
 year = {2005},
 original = "1273_140.PDF",
}

@incollection{NIPS2005_724,
 author = {Satinder {Singh} and Andrew G. {Barto} and Nuttapong {Chentanez}},
 title = {Intrinsically Motivated Reinforcement Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1281-1288},
 year = {2005},
 original = "1281_724.PDF",
}

@incollection{NIPS2005_832,
 author = {Evan C. {Smith} and Michael S. {Lewicki}},
 title = {Learning Efficient Auditory Codes Using Spikes Predicts Cochlear Filters},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1289-1296},
 year = {2005},
 original = "1289_832.PDF",
}

@incollection{NIPS2005_887,
 author = {Rion {Snow} and Daniel {Jurafsky} and Andrew Y. {Ng}},
 title = {Learning Syntactic Patterns for Automatic Hypernym Discovery},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1297-1304},
 year = {2005},
 original = "1297_887.PDF",
}

@incollection{NIPS2005_294,
 author = {Jan Erik {Solem} and Fredrik {Kahl}},
 title = {Surface Reconstruction using Learned Shape Models},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1305-1312},
 year = {2005},
 original = "1305_294.PDF",
}

@incollection{NIPS2005_362,
 author = {Peter {Sollich} and Christopher K. I. {Williams}},
 title = {Using the Equivalent Kernel to Understand Gaussian Process Regression},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1313-1320},
 year = {2005},
 original = "1313_362.PDF",
}

@incollection{NIPS2005_392,
 author = {Nathan {Srebro} and Noga {Alon} and Tommi S. {Jaakkola}},
 title = {Generalization Error Bounds for Collaborative Prediction with Low-Rank Matrices},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1321-1328},
 year = {2005},
 original = "1321_392.PDF",
}

@incollection{NIPS2005_588,
 author = {Nathan {Srebro} and Jason D. M. {Rennie} and Tommi S. {Jaakkola}},
 title = {Maximum-Margin Matrix Factorization},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1329-1336},
 year = {2005},
 original = "1329_588.PDF",
}

@incollection{NIPS2005_164,
 author = {Ingo {Steinwart} and Don {Hush} and Clint {Scovel}},
 title = {Density Level Detection is Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1337-1344},
 year = {2005},
 original = "1337_164.PDF",
}

@incollection{NIPS2005_170,
 author = {Ingo {Steinwart} and Clint {Scovel}},
 title = {Fast Rates to Bayes for Kernel Machines},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1345-1352},
 year = {2005},
 original = "1345_170.PDF",
}

@incollection{NIPS2005_747,
 author = {David H. {Stern} and Thore {Graepel} and David J. C. {MacKay}},
 title = {Modelling Uncertainty in the Game of Go},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1353-1360},
 year = {2005},
 original = "1353_747.PDF",
}

@incollection{NIPS2005_851,
 author = {Alan {Stocker} and Eero {Simoncelli}},
 title = {Constraining a Bayesian Model of Human Visual Speed Perception},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1361-1368},
 year = {2005},
 original = "1361_851.PDF",
}

@incollection{NIPS2005_883,
 author = {Erik B. {Sudderth} and Michael I. {Mandel} and William T. {Freeman} and Alan S. {Willsky}},
 title = {Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1369-1376},
 year = {2005},
 original = "1369_883.PDF",
}

@incollection{NIPS2005_839,
 author = {Richard S. {Sutton} and Brian {Tanner}},
 title = {Temporal-Difference Networks},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1377-1384},
 year = {2005},
 original = "1377_839.PDF",
}

@incollection{NIPS2005_762,
 author = {Yee Whye {Teh} and Michael I. {Jordan} and Matthew J. {Beal} and David M. {Blei}},
 title = {Sharing Clusters among Related Groups: Hierarchical Dirichlet Processes},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1385-1392},
 year = {2005},
 original = "1385_762.PDF",
}

@incollection{NIPS2005_292,
 author = {Peter M. {Todd} and Anja {Dieckmann}},
 title = {Heuristics for Ordering Cue Search in Decision Making},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1393-1400},
 year = {2005},
 original = "1393_292.PDF",
}

@incollection{NIPS2005_704,
 author = {Antonio {Torralba} and Kevin P. {Murphy} and William T. {Freeman}},
 title = {Contextual Models for Object Detection Using Boosted Random Fields},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1401-1408},
 year = {2005},
 original = "1401_704.PDF",
}

@incollection{NIPS2005_634,
 author = {Taro {Toyoizumi} and Jean-Pascal {Pfister} and Kazuyuki {Aihara} and Wulfram {Gerstner}},
 title = {Spike-timing Dependent Plasticity and Mutual Information Maximization for a Spiking Neuron Model},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1409-1416},
 year = {2005},
 original = "1409_634.PDF",
}

@incollection{NIPS2005_591,
 author = {Jochen {Triesch}},
 title = {Synergies between Intrinsic and Synaptic Plasticity in Individual Model Neurons},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1417-1424},
 year = {2005},
 original = "1417_591.PDF",
}

@incollection{NIPS2005_542,
 author = {Koji {Tsuda} and Gunnar {R\"atsch} and Manfred {Warmuth}},
 title = {Matrix Exponential Gradient Updates for On-line Learning and Bregman Projection},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1425-1432},
 year = {2005},
 original = "1425_542.PDF",
}

@incollection{NIPS2005_471,
 author = {Jean-Philippe {Vert} and Yoshihiro {Yamanishi}},
 title = {Supervised Graph Inference},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1433-1440},
 year = {2005},
 original = "1433_471.PDF",
}

@incollection{NIPS2005_838,
 author = {S.V.N. {Vishwanathan} and Alex {Smola}},
 title = {Binet-Cauchy Kernels},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1441-1448},
 year = {2005},
 original = "1441_838.PDF",
}

@incollection{NIPS2005_482,
 author = {Shyam {Visweswaran} and Gregory F. {Cooper}},
 title = {Instance-Specific Bayesian Model Averaging for Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1449-1456},
 year = {2005},
 original = "1449_482.PDF",
}

@incollection{NIPS2005_657,
 author = {R. Jacob {Vogelstein} and Udayan {Mallik} and Eugenio {Culurciello} and Gert {Cauwenberghs} and Ralph {Etienne-Cummings}},
 title = {Saliency-Driven Image Acuity Modulation on a Reconfigurable Array of Spiking Silicon Neurons},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1457-1464},
 year = {2005},
 original = "1457_657.PDF",
}

@incollection{NIPS2005_859,
 author = {Haidong {Wang} and Eran {Segal} and Asa {Ben-Hur} and Daphne {Koller} and Douglas L. {Brutlag}},
 title = {Identifying Protein-Protein Interaction Sites on a Genome-Wide Scale},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1465-1472},
 year = {2005},
 original = "1465_859.PDF",
}

@incollection{NIPS2005_612,
 author = {Jing {Wang} and Zhenyue {Zhang} and Hongyuan {Zha}},
 title = {Adaptive Manifold Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1473-1480},
 year = {2005},
 original = "1473_612.PDF",
}

@incollection{NIPS2005_738,
 author = {Max {Welling} and Michal {Rosen-Zvi} and Geoffrey {Hinton}},
 title = {Exponential Family Harmoniums with an Application to Information Retrieval},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1481-1488},
 year = {2005},
 original = "1481_738.PDF",
}

@incollection{NIPS2005_800,
 author = {Felix A. {Wichmann} and Arnulf B.A. {Graf} and Eero {Simoncelli} and Heinrich H. {B\"ulthoff} and Bernhard {Sch\"{o}lkopf}},
 title = {Machine Learning Applied to Perception: Decision Images for Gender Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1489-1496},
 year = {2005},
 original = "1489_800.PDF",
}

@incollection{NIPS2005_332,
 author = {Oliver M. C. {Williams} and Andrew {Blake} and Roberto {Cipolla}},
 title = {The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated Data},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1497-1504},
 year = {2005},
 original = "1497_332.PDF",
}

@incollection{NIPS2005_143,
 author = {John {Winn} and Andrew {Blake}},
 title = {Generative Affine Localisation and Tracking},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1505-1512},
 year = {2005},
 original = "1505_143.PDF",
}

@incollection{NIPS2005_819,
 author = {David P. {Wipf} and Bhaskar D. {Rao}},
 title = {$\ell_0$-norm Minimization for Basis Selection},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1513-1520},
 year = {2005},
 original = "1513_819.PDF",
}

@incollection{NIPS2005_811,
 author = {K. Y. Michael {Wong} and S. W. {Lim} and Z. {Gao}},
 title = {Multi-agent Cooperation in Diverse Population Games},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1521-1528},
 year = {2005},
 original = "1521_811.PDF",
}

@incollection{NIPS2005_208,
 author = {Tao {Xiong} and Jieping {Ye} and Qi {Li} and Ravi {Janardan} and Vladimir {Cherkassky}},
 title = {Efficient Kernel Discriminant Analysis via QR Decomposition},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1529-1536},
 year = {2005},
 original = "1529_208.PDF",
}

@incollection{NIPS2005_834,
 author = {Linli {Xu} and James {Neufeld} and Bryce {Larson} and Dale {Schuurmans}},
 title = {Maximum Margin Clustering},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1537-1544},
 year = {2005},
 original = "1537_834.PDF",
}

@incollection{NIPS2005_479,
 author = {Peng {Xu} and Frederick {Jelinek}},
 title = {Using Random Forests in the Structured Language Model},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1545-1552},
 year = {2005},
 original = "1545_479.PDF",
}

@incollection{NIPS2005_669,
 author = {Xiang {Yan} and Persi {Diaconis} and Paat {Rusmevichientong} and Benjamin {Van Roy}},
 title = {Solitaire: Man Versus Machine},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1553-1560},
 year = {2005},
 original = "1553_669.PDF",
}

@incollection{NIPS2005_439,
 author = {Changjiang {Yang} and Ramani {Duraiswami} and Larry {Davis}},
 title = {Efficient Kernel Machines Using the Improved Fast Gauss Transform},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1561-1568},
 year = {2005},
 original = "1561_439.PDF",
}

@incollection{NIPS2005_205,
 author = {Jieping {Ye} and Ravi {Janardan} and Qi {Li}},
 title = {Two-Dimensional Linear Discriminant Analysis},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1569-1576},
 year = {2005},
 original = "1569_205.PDF",
}

@incollection{NIPS2005_620,
 author = {Angela J. {Yu} and Peter {Dayan}},
 title = {Inference, Attention, and Decision in a Bayesian Neural Architecture},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1577-1584},
 year = {2005},
 original = "1577_620.PDF",
}

@incollection{NIPS2005_264,
 author = {Alan {Yuille}},
 title = {The Rescorla-Wagner Algorithm and Maximum Likelihood Estimation of Causal Parameters},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1585-1592},
 year = {2005},
 original = "1585_264.PDF",
}

@incollection{NIPS2005_268,
 author = {Alan {Yuille}},
 title = {The Convergence of Contrastive Divergences},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1593-1600},
 year = {2005},
 original = "1593_268.PDF",
}

@incollection{NIPS2005_572,
 author = {Lihi {Zelnik-Manor} and Pietro {Perona}},
 title = {Self-Tuning Spectral Clustering},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1601-1608},
 year = {2005},
 original = "1601_572.PDF",
}

@incollection{NIPS2005_719,
 author = {Richard S. {Zemel} and Quentin J. M. {Huys} and Rama {Natarajan} and Peter {Dayan}},
 title = {Probabilistic Computation in Spiking Populations},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1609-1616},
 year = {2005},
 original = "1609_719.PDF",
}

@incollection{NIPS2005_235,
 author = {Jian {Zhang} and Zoubin {Ghahramani} and Yiming {Yang}},
 title = {A Probabilistic Model for Online Document Clustering with Application to Novelty Detection},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1617-1624},
 year = {2005},
 original = "1617_235.PDF",
}

@incollection{NIPS2005_89,
 author = {Tong {Zhang}},
 title = {Class-size Independent Generalization Analsysis of Some Discriminative Multi-Category Classification},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1625-1632},
 year = {2005},
 original = "1625_089.PDF",
}

@incollection{NIPS2005_540,
 author = {Dengyong {Zhou} and Bernhard {Sch\"{o}lkopf} and Thomas {Hofmann}},
 title = {Semi-supervised Learning on Directed Graphs},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1633-1640},
 year = {2005},
 original = "1633_540.PDF",
}

@incollection{NIPS2005_330,
 author = {Xiaojin {Zhu} and Jaz {Kandola} and Zoubin {Ghahramani} and John {Lafferty}},
 title = {Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1641-1648},
 year = {2005},
 original = "1641_330.PDF",
}

@incollection{NIPS2005_672,
 author = {Laurent {Zwald} and Regis {Vert} and Gilles {Blanchard} and Pascal {Massart}},
 title = {Kernel Projection Machine: a New Tool for Pattern Recognition},
 booktitle = {Advances in Neural Information Processing Systems 17},
 editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 pages = {1649-1656},
 year = {2005},
 original = "1649_672.PDF",
}