nips2001.md

NeurIPS2001

• Martijn Leisink, Bert Kappen. "Means, Correlations and Bounds" | [Home Page] | [PDF]

• David Jacobs, Bas Rokers, Archisman Rudra, Zili Liu. "Fragment Completion in Humans and Machines" | [Home Page] | [PDF]

• Antonino Casile, Michele Rucci. "Eye movements and the maturation of cortical orientation selectivity" | [Home Page] | [PDF]

• Shih-Chii Liu, Jörg Kramer, Giacomo Indiveri, Tobi Delbrück, Rodney Douglas. "Orientation-Selective aVLSI Spiking Neurons" | [Home Page] | [PDF]

• Nicolò Cesa-bianchi, Alex Conconi, Claudio Gentile. "On the Generalization Ability of On-Line Learning Algorithms" | [Home Page] | [PDF]

• Anita Faul, Michael Tipping. "Analysis of Sparse Bayesian Learning" | [Home Page] | [PDF]

• Silvio Sabatini, Fabio Solari, Giulia Andreani, Chiara Bartolozzi, Giacomo Bisio. "A Hierarchical Model of Complex Cells in Visual Cortex for the Binocular Perception of Motion-in-Depth" | [Home Page] | [PDF]

• Peter Dayan. "Motivated Reinforcement Learning" | [Home Page] | [PDF]

• Bernd Heisele, Thomas Serre, Massimiliano Pontil, Thomas Vetter, Tomaso Poggio. "Categorization by Learning and Combining Object Parts" | [Home Page] | [PDF]

• Gal Chechik, Amir Globerson, M. Anderson, E. Young, Israel Nelken, Naftali Tishby. "Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway" | [Home Page] | [PDF]

• Yun Gao, Michael Black, Elie Bienenstock, Shy Shoham, John Donoghue. "Probabilistic Inference of Hand Motion from Neural Activity in Motor Cortex" | [Home Page] | [PDF]

• Mikio Braun, Joachim Buhmann. "The Noisy Euclidean Traveling Salesman Problem and Learning" | [Home Page] | [PDF]

• Olivier Chapelle, Bernhard Schölkopf. "Incorporating Invariances in Non-Linear Support Vector Machines" | [Home Page] | [PDF]

• Dimitris Achlioptas, Frank Mcsherry, Bernhard Schölkopf. "Sampling Techniques for Kernel Methods" | [Home Page] | [PDF]

• Jonathan Shapiro, J. Wearden. "Reinforcement Learning and Time Perception -- a Model of Animal Experiments" | [Home Page] | [PDF]

• Jorg Ontrup, Helge Ritter. "Hyperbolic Self-Organizing Maps for Semantic Navigation" | [Home Page] | [PDF]

• Eran Segal, Daphne Koller, Dirk Ormoneit. "Probabilistic Abstraction Hierarchies" | [Home Page] | [PDF]

• Paul Viola, Michael Jones. "Fast and Robust Classification using Asymmetric AdaBoost and a Detector Cascade" | [Home Page] | [PDF]

• Noam Slonim, Nir Friedman, Naftali Tishby. "Agglomerative Multivariate Information Bottleneck" | [Home Page] | [PDF]

• Pascal Vincent, Yoshua Bengio. "K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms" | [Home Page] | [PDF]

• Thomas Griffiths, Joshua Tenenbaum. "Using Vocabulary Knowledge in Bayesian Multinomial Estimation" | [Home Page] | [PDF]

• Peter Sykacek, Stephen J. Roberts. "Bayesian time series classification" | [Home Page] | [PDF]

• M. Schmitt. "Computing Time Lower Bounds for Recurrent Sigmoidal Neural Networks" | [Home Page] | [PDF]

• Yu-Han Chang, Leslie Pack Kaelbling. "Playing is believing: The role of beliefs in multi-agent learning" | [Home Page] | [PDF]

• Shimon Edelman, Benjamin Hiles, Hwajin Yang, Nathan Intrator. "Probabilistic principles in unsupervised learning of visual structure: human data and a model" | [Home Page] | [PDF]

• Michael Littman, Richard S. Sutton. "Predictive Representations of State" | [Home Page] | [PDF]

• Polina Golland. "Discriminative Direction for Kernel Classifiers" | [Home Page] | [PDF]

• Antonio Torralba. "Contextual Modulation of Target Saliency" | [Home Page] | [PDF]

• Nello Cristianini, John Shawe-Taylor, André Elisseeff, Jaz Kandola. "On Kernel-Target Alignment" | [Home Page] | [PDF]

• Patrick Haffner. "Escaping the Convex Hull with Extrapolated Vector Machines" | [Home Page] | [PDF]

• Ralf Herbrich, Robert C. Williamson. "Algorithmic Luckiness" | [Home Page] | [PDF]

• Neil Lawrence, Antony I. T. Rowstron, Christopher Bishop, Michael J. Taylor. "Optimising Synchronisation Times for Mobile Devices" | [Home Page] | [PDF]

• B. Wright, Kamal Sen, William Bialek, A. Doupe. "Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds" | [Home Page] | [PDF]

• Dörthe Malzahn, Manfred Opper. "A Variational Approach to Learning Curves" | [Home Page] | [PDF]

• Jesper Tegnér, Ádám Kepecs. "Why Neuronal Dynamics Should Control Synaptic Learning Rules" | [Home Page] | [PDF]

• David Blei, Andrew Ng, Michael Jordan. "Latent Dirichlet Allocation" | [Home Page] | [PDF]

• Christopher Raphael. "A Bayesian Network for Real-Time Musical Accompaniment" | [Home Page] | [PDF]

• Roni Khardon, Dan Roth, Rocco A. Servedio. "Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms" | [Home Page] | [PDF]

• Michael C. Mozer, Robert Dodier, Michael Colagrosso, Cesar Guerra-Salcedo, Richard Wolniewicz. "Prodding the ROC Curve: Constrained Optimization of Classifier Performance" | [Home Page] | [PDF]

• Dan Klein, Christopher D. Manning. "Natural Language Grammar Induction Using a Constituent-Context Model" | [Home Page] | [PDF]

• Nicolas Chapados, Yoshua Bengio, Pascal Vincent, Joumana Ghosn, Charles Dugas, Ichiro Takeuchi, Linyan Meng. "Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference" | [Home Page] | [PDF]

• Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller. "Classifying Single Trial EEG: Towards Brain Computer Interfacing" | [Home Page] | [PDF]

• Ji Zhu, Trevor Hastie. "Kernel Logistic Regression and the Import Vector Machine" | [Home Page] | [PDF]

• Randall O'Reilly, R. Soto. "A Model of the Phonological Loop: Generalization and Binding" | [Home Page] | [PDF]

• Francis Bach, Michael Jordan. "Thin Junction Trees" | [Home Page] | [PDF]

• O. Donchin, Reza Shadmehr. "Linking Motor Learning to Function Approximation: Learning in an Unlearnable Force Field" | [Home Page] | [PDF]

• Ronan Collobert, Samy Bengio, Yoshua Bengio. "A Parallel Mixture of SVMs for Very Large Scale Problems" | [Home Page] | [PDF]

• Timothy Brown. "Switch Packet Arbitration via Queue-Learning" | [Home Page] | [PDF]

• Roland Vollgraf, Klaus Obermayer. "Multi Dimensional ICA to Separate Correlated Sources" | [Home Page] | [PDF]

• Thomas Trappenberg, Edmund Rolls, Simon Stringer. "Effective Size of Receptive Fields of Inferior Temporal Visual Cortex Neurons in Natural Scenes" | [Home Page] | [PDF]

• André Elisseeff, Jason Weston. "A kernel method for multi-labelled classification" | [Home Page] | [PDF]

• Heiko Wersing. "Learning Lateral Interactions for Feature Binding and Sensory Segmentation" | [Home Page] | [PDF]

• Brendan J. Frey, Ralf Koetter, Nemanja Petrovic. "Very loopy belief propagation for unwrapping phase images" | [Home Page] | [PDF]

• A. D'avella, M. Tresch. "Modularity in the motor system: decomposition of muscle patterns as combinations of time-varying synergies" | [Home Page] | [PDF]

• David Horn, Assaf Gottlieb. "The Method of Quantum Clustering" | [Home Page] | [PDF]

• Xiaohui Xie, Martin Giese. "Generating velocity tuning by asymmetric recurrent connections" | [Home Page] | [PDF]

• Shai Fine, Katya Scheinberg. "Incremental Learning and Selective Sampling via Parametric Optimization Framework for SVM" | [Home Page] | [PDF]

• Igor Cadez, Padhraic Smyth. "Bayesian Predictive Profiles With Applications to Retail Transaction Data" | [Home Page] | [PDF]

• Michael C. Mozer, Michael Colagrosso, David Huber. "A Rational Analysis of Cognitive Control in a Speeded Discrimination Task" | [Home Page] | [PDF]

• Aaron Shon, David Hsu, Chris Diorio. "Learning Spike-Based Correlations and Conditional Probabilities in Silicon" | [Home Page] | [PDF]

• Sham M. Kakade. "A Natural Policy Gradient" | [Home Page] | [PDF]

• Nello Cristianini, John Shawe-Taylor, Jaz Kandola. "Spectral Kernel Methods for Clustering" | [Home Page] | [PDF]

• Thomas Dietterich, Xin Wang. "Batch Value Function Approximation via Support Vectors" | [Home Page] | [PDF]

• Sanjoy Dasgupta, Michael Littman, David McAllester. "PAC Generalization Bounds for Co-training" | [Home Page] | [PDF]

• Ming-Hsuan Yang. "Face Recognition Using Kernel Methods" | [Home Page] | [PDF]

• Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann. "Active Portfolio-Management based on Error Correction Neural Networks" | [Home Page] | [PDF]

• T. Zhang. "Generalization Performance of Some Learning Problems in Hilbert Functional Spaces" | [Home Page] | [PDF]

• Toshihiko Yamasaki, Tadashi Shibata. "Analog Soft-Pattern-Matching Classifier using Floating-Gate MOS Technology" | [Home Page] | [PDF]

• Randall O'Reilly, R. Busby. "Generalizable Relational Binding from Coarse-coded Distributed Representations" | [Home Page] | [PDF]

• John Shawe-Taylor, Nello Cristianini, Jaz Kandola. "On the Concentration of Spectral Properties" | [Home Page] | [PDF]

• Jon Kleinberg. "Small-World Phenomena and the Dynamics of Information" | [Home Page] | [PDF]

• Roman Genov, Gert Cauwenberghs. "Stochastic Mixed-Signal VLSI Architecture for High-Dimensional Kernel Machines" | [Home Page] | [PDF]

• Michael Kositsky, Andrew Barto. "The Emergence of Multiple Movement Units in the Presence of Noise and Feedback Delay" | [Home Page] | [PDF]

• Koby Crammer, Yoram Singer. "Pranking with Ranking" | [Home Page] | [PDF]

• Evan Greensmith, Peter Bartlett, Jonathan Baxter. "Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning" | [Home Page] | [PDF]

• Manfred Opper, Robert Urbanczik. "Asymptotic Universality for Learning Curves of Support Vector Machines" | [Home Page] | [PDF]

• Tommi Jaakkola, Hava Siegelmann. "Active Information Retrieval" | [Home Page] | [PDF]

• Ali Taylan Cemgil, Bert Kappen. "Tempo tracking and rhythm quantization by sequential Monte Carlo" | [Home Page] | [PDF]

• John Platt, Christopher J. C. Burges, Steven Swenson, Christopher Weare, Alice Zheng. "Learning a Gaussian Process Prior for Automatically Generating Music Playlists" | [Home Page] | [PDF]

• Julian Eggert, Berthold Bäuml. "Exact differential equation population dynamics for integrate-and-fire neurons" | [Home Page] | [PDF]

• Judy A. Franklin. "Improvisation and Learning" | [Home Page] | [PDF]

• Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki. "Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons" | [Home Page] | [PDF]

• William Campbell. "A Sequence Kernel and its Application to Speaker Recognition" | [Home Page] | [PDF]

• Eyal Even-dar, Yishay Mansour. "Convergence of Optimistic and Incremental Q-Learning" | [Home Page] | [PDF]

• Christophe Andrieu, Nando Freitas, Arnaud Doucet. "Rao-Blackwellised Particle Filtering via Data Augmentation" | [Home Page] | [PDF]

• Guy Lebanon, John Lafferty. "Boosting and Maximum Likelihood for Exponential Models" | [Home Page] | [PDF]

• Ran El-Yaniv, Oren Souroujon. "Iterative Double Clustering for Unsupervised and Semi-Supervised Learning" | [Home Page] | [PDF]

• Carlos Guestrin, Daphne Koller, Ronald Parr. "Multiagent Planning with Factored MDPs" | [Home Page] | [PDF]

• Peter Dayan, Angela J. Yu. "ACh, Uncertainty, and Cortical Inference" | [Home Page] | [PDF]

• Andrew Ng, Michael Jordan. "On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes" | [Home Page] | [PDF]

• Sebastian Thrun, John Langford, Vandi Verma. "Risk Sensitive Particle Filters" | [Home Page] | [PDF]

• Odelia Schwartz, E.J. Chichilnisky, Eero Simoncelli. "Characterizing Neural Gain Control using Spike-triggered Covariance" | [Home Page] | [PDF]

• S. Parveen, P. Green. "Speech Recognition with Missing Data using Recurrent Neural Nets" | [Home Page] | [PDF]

• Andrew Ng, Michael Jordan, Yair Weiss. "On Spectral Clustering: Analysis and an algorithm" | [Home Page] | [PDF]

• Stella X. Yu, Jianbo Shi. "Grouping with Bias" | [Home Page] | [PDF]

• Alberto Paccanaro, Geoffrey E. Hinton. "Learning Hierarchical Structures with Linear Relational Embedding" | [Home Page] | [PDF]

• Wheeler Ruml. "Constructing Distributed Representations Using Additive Clustering" | [Home Page] | [PDF]

• Christopher Williams, Felix Agakov, Stephen Felderhof. "Products of Gaussians" | [Home Page] | [PDF]

• Javid Sadr, Sayan Mukherjee, Keith Thoresz, Pawan Sinha. "The Fidelity of Local Ordinal Encoding" | [Home Page] | [PDF]

• Sam Roweis, Lawrence Saul, Geoffrey E. Hinton. "Global Coordination of Local Linear Models" | [Home Page] | [PDF]

• Maoz Shamir, Haim Sompolinsky. "Correlation Codes in Neuronal Populations" | [Home Page] | [PDF]

• Mark Paskin. "Grammatical Bigrams" | [Home Page] | [PDF]

• Shie Mannor, Nahum Shimkin. "The Steering Approach for Multi-Criteria Reinforcement Learning" | [Home Page] | [PDF]

• Xin Wang, Thomas Dietterich. "Stabilizing Value Function Approximation with the BFBP Algorithm" | [Home Page] | [PDF]

• Martin J. Wainwright, Tommi Jaakkola, Alan Willsky. "Tree-based reparameterization for approximate inference on loopy graphs" | [Home Page] | [PDF]

• Charles Isbell, Christian Shelton. "Cobot: A Social Reinforcement Learning Agent" | [Home Page] | [PDF]

• Florence d'Alché-Buc, Yves Grandvalet, Christophe Ambroise. "Semi-supervised MarginBoost" | [Home Page] | [PDF]

• Brendan J. Frey, Trausti Kristjansson, Li Deng, Alex Acero. "ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition" | [Home Page] | [PDF]

• Carlotta Domeniconi, Dimitrios Gunopulos. "Adaptive Nearest Neighbor Classification Using Support Vector Machines" | [Home Page] | [PDF]

• Brendan J. Frey, Nebojsa Jojic. "Fast, Large-Scale Transformation-Invariant Clustering" | [Home Page] | [PDF]

• Lance Williams, John W. Zweck. "A Rotation and Translation Invariant Discrete Saliency Network" | [Home Page] | [PDF]

• Richard Hahnloser, Xiaohui Xie, H. Seung. "A theory of neural integration in the head-direction system" | [Home Page] | [PDF]

• John Langford, Rich Caruana. "(Not) Bounding the True Error" | [Home Page] | [PDF]

• Hilbert Kappen, Wim Wiegerinck. "Novel iteration schemes for the Cluster Variation Method" | [Home Page] | [PDF]

• Carl Rasmussen, Zoubin Ghahramani. "Infinite Mixtures of Gaussian Process Experts" | [Home Page] | [PDF]

• Andrew Brown, Geoffrey E. Hinton. "Relative Density Nets: A New Way to Combine Backpropagation with HMM's" | [Home Page] | [PDF]

• Si Wu, Shun-ichi Amari. "Neural Implementation of Bayesian Inference in Population Codes" | [Home Page] | [PDF]

• Lehel Csató, Manfred Opper, Ole Winther. "TAP Gibbs Free Energy, Belief Propagation and Sparsity" | [Home Page] | [PDF]

• Peter Meinicke, Helge Ritter. "Quantizing Density Estimators" | [Home Page] | [PDF]

• Alan L. Yuille, Anand Rangarajan. "The Concave-Convex Procedure (CCCP)" | [Home Page] | [PDF]

• Manfred K. K. Warmuth, Gunnar Rätsch, Michael Mathieson, Jun Liao, Christian Lemmen. "Active Learning in the Drug Discovery Process" | [Home Page] | [PDF]

• Jeff Bilmes, Gang Ji, Marina Meila. "Intransitive Likelihood-Ratio Classifiers" | [Home Page] | [PDF]

• Chris Stauffer, Erik Miller, Kinh Tieu. "Transform-invariant Image Decomposition with Similarity Templates" | [Home Page] | [PDF]

• Gregor Wenning, Klaus Obermayer. "Activity Driven Adaptive Stochastic Resonance" | [Home Page] | [PDF]

• Bram Bakker. "Reinforcement Learning with Long Short-Term Memory" | [Home Page] | [PDF]

• Jens Kohlmorgen, Steven Lemm. "A Dynamic HMM for On-line Segmentation of Sequential Data" | [Home Page] | [PDF]

• Matthew Richardson, Pedro Domingos. "The Intelligent surfer: Probabilistic Combination of Link and Content Information in PageRank" | [Home Page] | [PDF]

• S. Koenig, M. Likhachev. "Incremental A"* | [Home Page] | [PDF]

• Marzia Polito, Pietro Perona. "Grouping and dimensionality reduction by locally linear embedding" | [Home Page] | [PDF]

• Martin Szummer, Tommi Jaakkola. "Partially labeled classification with Markov random walks" | [Home Page] | [PDF]

• Hiroshi Shimodaira, Ken-ichi Noma, Mitsuru Nakai, Shigeki Sagayama. "Dynamic Time-Alignment Kernel in Support Vector Machine" | [Home Page] | [PDF]

• Peter Latham. "Associative memory in realistic neuronal networks" | [Home Page] | [PDF]

• T. Zhang. "A General Greedy Approximation Algorithm with Applications" | [Home Page] | [PDF]

• B. Zadrozny. "Reducing multiclass to binary by coupling probability estimates" | [Home Page] | [PDF]

• Kevin P. Murphy, Mark Paskin. "Linear-time inference in Hierarchical HMMs" | [Home Page] | [PDF]

• K. Yao, S. Nakamura. "Sequential Noise Compensation by Sequential Monte Carlo Method" | [Home Page] | [PDF]

• Dale Schuurmans, Relu Patrascu. "Direct value-approximation for factored MDPs" | [Home Page] | [PDF]

• B. Backus. "Perceptual Metamers in Stereoscopic Vision" | [Home Page] | [PDF]

• Magnus Rattray, Gleb Basalyga. "Scaling Laws and Local Minima in Hebbian ICA" | [Home Page] | [PDF]

• Jyrki Kivinen, Alex Smola, Robert C. Williamson. "Online Learning with Kernels" | [Home Page] | [PDF]

• Ádám Kepecs, S. Raghavachari. "3 state neurons for contextual processing" | [Home Page] | [PDF]

• Michael Collins, Nigel Duffy. "Convolution Kernels for Natural Language" | [Home Page] | [PDF]

• Gunnar Rätsch, Sebastian Mika, Manfred K. K. Warmuth. "On the Convergence of Leveraging" | [Home Page] | [PDF]

• Daniel Yarlett, Michael Ramscar. "A Quantitative Model of Counterfactual Reasoning" | [Home Page] | [PDF]

• Stuart Wrigley, Guy Brown. "A Neural Oscillator Model of Auditory Selective Attention" | [Home Page] | [PDF]

• N. Matsumoto, M. Okada. "Self-regulation Mechanism of Temporally Asymmetric Hebbian Plasticity" | [Home Page] | [PDF]

• Michael Littman, Michael Kearns, Satinder Singh. "An Efficient, Exact Algorithm for Solving Tree-Structured Graphical Games" | [Home Page] | [PDF]

• Bob Rehder. "Causal Categorization with Bayes Nets" | [Home Page] | [PDF]

• Dieter Fox. "KLD-Sampling: Adaptive Particle Filters" | [Home Page] | [PDF]

• Yang Song, Luis Goncalves, Pietro Perona. "Unsupervised Learning of Human Motion Models" | [Home Page] | [PDF]

• Neil Burgess, Tom Hartley. "Orientational and Geometric Determinants of Place and Head-direction" | [Home Page] | [PDF]

• Matthias Seeger. "Covariance Kernels from Bayesian Generative Models" | [Home Page] | [PDF]

• Aaron C. Courville, David Touretzky. "Modeling Temporal Structure in Classical Conditioning" | [Home Page] | [PDF]

• Laurent Itti, Jochen Braun, Christof Koch. "Modeling the Modulatory Effect of Attention on Human Spatial Vision" | [Home Page] | [PDF]

• Daniela Farias, Benjamin Roy. "Approximate Dynamic Programming via Linear Programming" | [Home Page] | [PDF]

• Koji Tsuda, Motoaki Kawanabe, Gunnar Rätsch, Sören Sonnenburg, Klaus-Robert Müller. "A New Discriminative Kernel From Probabilistic Models" | [Home Page] | [PDF]

• Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller. "Kernel Feature Spaces and Nonlinear Blind Souce Separation" | [Home Page] | [PDF]

• Yee Teh, Max Welling. "The Unified Propagation and Scaling Algorithm" | [Home Page] | [PDF]

• J. Beintema, M. Lappe, Alexander Berg. "Receptive field structure of flow detectors for heading perception" | [Home Page] | [PDF]

• Giorgio Ascoli, Alexei Samsonovich. "Bayesian morphometry of hippocampal cells suggests same-cell somatodendritic repulsion" | [Home Page] | [PDF]

• Ilya Nemenman, F. Shafee, William Bialek. "Entropy and Inference, Revisited" | [Home Page] | [PDF]

• John Hershey, Michael Casey. "Audio-Visual Sound Separation Via Hidden Markov Models" | [Home Page] | [PDF]

• Hongyuan Zha, Xiaofeng He, Chris Ding, Ming Gu, Horst Simon. "Spectral Relaxation for K-means Clustering" | [Home Page] | [PDF]

• Peter Sollich. "Gaussian Process Regression with Mismatched Models" | [Home Page] | [PDF]

• Adam Kowalczyk, Alex Smola, Robert C. Williamson. "Kernel Machines and Boolean Functions" | [Home Page] | [PDF]

• Rémi Munos. "Efficient Resources Allocation for Markov Decision Processes" | [Home Page] | [PDF]

• Shiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari. "Information Geometrical Framework for Analyzing Belief Propagation Decoder" | [Home Page] | [PDF]

• N. Smith, Mark Gales. "Speech Recognition using SVMs" | [Home Page] | [PDF]

• Kari Torkkola. "Learning Discriminative Feature Transforms to Low Dimensions in Low Dimentions" | [Home Page] | [PDF]

• Toshiyuki Tanaka, Shiro Ikeda, Shun-ichi Amari. "Information-Geometrical Significance of Sparsity in Gallager Codes" | [Home Page] | [PDF]

• Mário Figueiredo. "Adaptive Sparseness Using Jeffreys Prior" | [Home Page] | [PDF]

• Takashi Morie, Tomohiro Matsuura, Makoto Nagata, Atsushi Iwata. "An Efficient Clustering Algorithm Using Stochastic Association Model and Its Implementation Using Nanostructures" | [Home Page] | [PDF]

• Michiro Negishi, Stephen Hanson. "Grammar Transfer in a Second Order Recurrent Neural Network" | [Home Page] | [PDF]

• Brendan J. Frey, Anitha Kannan, Nebojsa Jojic. "Product Analysis: Learning to Model Observations as Products of Hidden Variables" | [Home Page] | [PDF]

• Marcello Pelillo. "Matching Free Trees with Replicator Equations" | [Home Page] | [PDF]

• Lawrence Saul, Daniel Lee. "Multiplicative Updates for Classification by Mixture Models" | [Home Page] | [PDF]

• Matthew Beal, Zoubin Ghahramani, Carl Rasmussen. "The Infinite Hidden Markov Model" | [Home Page] | [PDF]

• Qi Zhang, Sally Goldman. "EM-DD: An Improved Multiple-Instance Learning Technique" | [Home Page] | [PDF]

• K. Wong, F. Li. "Fast Parameter Estimation Using Green's Functions" | [Home Page] | [PDF]

• Hiroyuki Nakahara, Shun-ichi Amari. "Information-Geometric Decomposition in Spike Analysis" | [Home Page] | [PDF]

• Rómer Rosales, Stan Sclaroff. "Learning Body Pose via Specialized Maps" | [Home Page] | [PDF]

• A. Bofill, D. Thompson, Alan Murray. "Citcuits for VLSI Implementation of Temporally Asymmetric Hebbian Learning" | [Home Page] | [PDF]

• Igor Cadez, P. S. Bradley. "Model Based Population Tracking and Automatic Detection of Distribution Changes" | [Home Page] | [PDF]

• Mikhail Belkin, Partha Niyogi. "Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering" | [Home Page] | [PDF]

• S. Narayanan, Daniel Jurafsky. "A Bayesian Model Predicts Human Parse Preference and Reading Times in Sentence Processing" | [Home Page] | [PDF]

• Anand Rangarajan, Alan L. Yuille. "MIME: Mutual Information Minimization and Entropy Maximization for Bayesian Belief Propagation" | [Home Page] | [PDF]

• Gregory Grudic, Lyle Ungar. "Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning" | [Home Page] | [PDF]

• Michael Collins, S. Dasgupta, Robert E. Schapire. "A Generalization of Principal Components Analysis to the Exponential Family" | [Home Page] | [PDF]

• Gert Lanckriet, Laurent Ghaoui, Chiranjib Bhattacharyya, Michael Jordan. "Minimax Probability Machine" | [Home Page] | [PDF]

• J. Bi, Kristin Bennett. "Duality, Geometry, and Support Vector Regression" | [Home Page] | [PDF]

• Michael Zibulevsky, Pavel Kisilev, Yehoshua Zeevi, Barak Pearlmutter. "Blind Source Separation via Multinode Sparse Representation" | [Home Page] | [PDF]

• Frank Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller. "Estimating the Reliability of ICA Projections" | [Home Page] | [PDF]

• Pedro Domingos, Geoff Hulten. "Learning from Infinite Data in Finite Time" | [Home Page] | [PDF]

• James Coughlan, Alan L. Yuille. "The g Factor: Relating Distributions on Features to Distributions on Images" | [Home Page] | [PDF]

• Marcus Hutter. "Distribution of Mutual Information" | [Home Page] | [PDF]

• H. Colonius, A. Diederich. "A Maximum-Likelihood Approach to Modeling Multisensory Enhancement" | [Home Page] | [PDF]

• Michail G. Lagoudakis, Ronald Parr. "Model-Free Least-Squares Policy Iteration" | [Home Page] | [PDF]