NIPS 2003:
Vancouver,
British Columbia,
Canada
Sebastian Thrun, Lawrence K. Saul, Bernhard Schölkopf (Eds.):
Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, NIPS 2003, December 8-13, 2003, Vancouver and Whistler, British Columbia, Canada].
MIT Press 2004, ISBN 0-262-20152-6 BibTeX
@proceedings{DBLP:conf/nips/2003,
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"o}lkopf},
title = {Advances in Neural Information Processing Systems 16 [Neural
Information Processing Systems, NIPS 2003, December 8-13, 2003,
Vancouver and Whistler, British Columbia, Canada]},
booktitle = {NIPS},
publisher = {MIT Press},
year = {2004},
isbn = {0-262-20152-6},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
- Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky:
Efficient Multiscale Sampling from Products of Gaussian Mixtures.
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- Mark Girolami, Ata Kabán:
Simplicial Mixtures of Markov Chains: Distributed Modelling of Dynamic User Profiles.
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- David M. Blei, Thomas L. Griffiths, Michael I. Jordan, Joshua B. Tenenbaum:
Hierarchical Topic Models and the Nested Chinese Restaurant Process.
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- Benjamin Taskar, Carlos Guestrin, Daphne Koller:
Max-Margin Markov Networks.
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- Thore Graepel, Ralf Herbrich:
Invariant Pattern Recognition by Semi-Definite Programming Machines.
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- Matthew Schultz, Thorsten Joachims:
Learning a Distance Metric from Relative Comparisons.
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- Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani:
1-norm Support Vector Machines.
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- Koji Tsuda, Gunnar Rätsch:
Image Reconstruction by Linear Programming.
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- Stuart Andrews, Thomas Hofmann:
Multiple-Instance Learning via Disjunctive Programming Boosting.
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- Tijl De Bie, Nello Cristianini:
Convex Methods for Transduction.
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- Kenji Fukumizu, Francis R. Bach, Michael I. Jordan:
Kernel Dimensionality Reduction for Supervised Learning.
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- Bernd Fischer, Volker Roth, Joachim M. Buhmann:
Clustering with the Connectivity Kernel.
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- Haifeng Li, Tao Jiang, Keshu Zhang:
Efficient and Robust Feature Extraction by Maximum Margin Criterion.
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- Thomas Strohmann, Andrei Belitski, Gregory Z. Grudic, Dennis DeCoste:
Sparse Greedy Minimax Probability Machine Classification.
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- Jaco Vermaak, Simon J. Godsill, Arnaud Doucet:
Sequential Bayesian Kernel Regression.
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- Claudio Gentile:
Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms.
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- Liva Ralaivola, Florence d'Alché-Buc:
Dynamical Modeling with Kernels for Nonlinear Time Series Prediction.
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- Max Welling, Felix V. Agakov, Christopher K. I. Williams:
Extreme Components Analysis.
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- Nathan Srebro, Tommi Jaakkola:
Linear Dependent Dimensionality Reduction.
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- Xiaofei He, Partha Niyogi:
Locality Preserving Projections.
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- Denis V. Chigirev, William Bialek:
Optimal Manifold Representation of Data: An Information Theoretic Approach.
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- Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf:
Ranking on Data Manifolds.
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- Yoshua Bengio, Jean-François Paiement, Pascal Vincent, Olivier Delalleau, Nicolas Le Roux, Marie Ouimet:
Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering.
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- Noam Shental, Assaf Zomet, Tomer Hertz, Yair Weiss:
Pairwise Clustering and Graphical Models.
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- Thomas P. Minka, Yuan (Alan) Qi:
Tree-structured Approximations by Expectation Propagation.
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- David Barber, Felix V. Agakov:
The IM Algorithm: A Variational Approach to Information Maximization.
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- Eiji Mizutani, James Demmel:
Iterative Scaled Trust-Region Learning in Krylov Subspaces via Pearlmutter's Implicit Sparse Hessian-Vector Multiply.
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- Léon Bottou, Yann LeCun:
Large Scale Online Learning.
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- Koby Crammer, Jaz S. Kandola, Yoram Singer:
Online Classification on a Budget.
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- Xavier Carreras, Lluís Màrquez:
Online Learning via Global Feedback for Phrase Recognition.
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- Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei L. Shishkin, Jianting Cao, Fanji Gu:
Sparse Representation and Its Applications in Blind Source Separation.
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- David P. Wipf, Jason A. Palmer, Bhaskar D. Rao:
Perspectives on Sparse Bayesian Learning.
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- Charles Kemp, Thomas L. Griffiths, Sean Stromsten, Joshua B. Tenenbaum:
Semi-Supervised Learning with Trees.
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- Ting Liu, Andrew W. Moore, Alexander G. Gray:
Efficient Exact k-NN and Nonparametric Classification in High Dimensions.
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- Christopher J. Paciorek, Mark J. Schervish:
Nonstationary Covariance Functions for Gaussian Process Regression.
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- Greg Hamerly, Charles Elkan:
Learning the k in k-means.
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- Chen Yanover, Yair Weiss:
Finding the M Most Probable Configurations in Arbitrary Graphical Models.
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- Jakob J. Verbeek, Sam T. Roweis, Nikos A. Vlassis:
Non-linear CCA and PCA by Alignment of Local Models.
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- Francis R. Bach, Michael I. Jordan:
Learning Spectral Clustering.
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- Corinna Cortes, Mehryar Mohri:
AUC Optimization vs. Error Rate Minimization.
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- Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, Bernhard Schölkopf:
Learning with Local and Global Consistency.
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- Neil D. Lawrence:
Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data.
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- Edward Snelson, Carl Edward Rasmussen, Zoubin Ghahramani:
Warped Gaussian Processes.
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- Allan Borodin, Ran El-Yaniv, Vincent Gogan:
Can We Learn to Beat the Best Stock.
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- Tom Heskes, Onno Zoeter, Wim Wiegerinck:
Approximate Expectation Maximization.
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- Max Welling, Yee Whye Teh:
Linear Response for Approximate Inference.
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- Martin J. Wainwright, Michael I. Jordan:
Semidefinite Relaxations for Approximate Inference on Graphs with Cycles.
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- Alina Beygelzimer, Irina Rish:
Approximability of Probability Distributions.
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- Quaid Morris, Brendan J. Frey:
Denoising and Untangling Graphs Using Degree Priors.
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- XuanLong Nguyen, Michael I. Jordan:
On the Concentration of Expectation and Approximate Inference in Layered Networks.
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- Radford M. Neal, Matthew J. Beal, Sam T. Roweis:
Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov Models.
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- Pedro F. Felzenszwalb, Daniel P. Huttenlocher, Jon M. Kleinberg:
Fast Algorithms for Large-State-Space HMMs with Applications to Web Usage Analysis.
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- Geoffrey E. Hinton, Max Welling, Andriy Mnih:
Wormholes Improve Contrastive Divergence.
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- Mark A. Paskin:
Sample Propagation.
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- Amos J. Storkey:
Generalised Propagation for Fast Fourier Transforms with Partial or Missing Data.
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- Alexander J. Smola, Vishy Vishwanathan, Eleazar Eskin:
Laplace Propagation.
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- Gökhan H. Bakir, Jason Weston, Bernhard Schölkopf:
Learning to Find Pre-Images.
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- Thore Graepel, Ralf Herbrich, Andriy Kharechko, John Shawe-Taylor:
Semi-Definite Programming by Perceptron Learning.
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- Noam Shental, Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall:
Computing Gaussian Mixture Models with EM Using Equivalence Constraints.
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- Volker Roth, Tilman Lange:
Feature Selection in Clustering Problems.
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- David Kauchak, Sanjoy Dasgupta:
An Iterative Improvement Procedure for Hierarchical Clustering.
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- Zvika Marx, Ido Dagan, Eli Shamir:
Identifying Structure across Pre-partitioned Data.
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- Ofer Dekel, Christopher D. Manning, Yoram Singer:
Log-Linear Models for Label Ranking.
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- Matthew Brand:
Minimax Embeddings.
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- Yoshua Bengio, Yves Grandvalet:
No Unbiased Estimator of the Variance of K-Fold Cross-Validation.
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- Harald Steck, Tommi Jaakkola:
Bias-Corrected Bootstrap and Model Uncertainty.
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- Ting-Fan Wu, Chih-Jen Lin, Ruby C. Weng:
Probability Estimates for Multi-Class Classification by Pairwise Coupling.
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- Gang Ji, Jeff A. Bilmes:
Necessary Intransitive Likelihood-Ratio Classifiers.
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- Rajat Raina, Yirong Shen, Andrew Y. Ng, Andrew McCallum:
Classification with Hybrid Generative/Discriminative Models.
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- Victor Lavrenko, R. Manmatha, Jiwoon Jeon:
A Model for Learning the Semantics of Pictures.
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- Michael J. Kearns, Luis E. Ortiz:
Algorithms for Interdependent Security Games.
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- John C. Platt:
Fast Embedding of Sparse Similarity Graphs.
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- Anton Schwaighofer, Marian Grigoras, Volker Tresp, Clemens Hoffmann:
GPPS: A Gaussian Process Positioning System for Cellular Networks.
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- David I. Ferguson, Aaron Morris, Dirk Hähnel, Christopher R. Baker, Zachary Omohundro, Carlos F. Reverte, Scott Thayer, Charles Whittaker, William Whittaker, Wolfram Burgard, Sebastian Thrun:
An Autonomous Robotic System for Mapping Abandoned Mines.
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- Jason Weston, Christina S. Leslie, Dengyong Zhou, André Elisseeff, William Stafford Noble:
Semi-supervised Protein Classification Using Cluster Kernels.
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- Alice X. Zheng, Michael I. Jordan, Ben Liblit, Alexander Aiken:
Statistical Debugging of Sampled Programs.
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- Nicholas P. Hughes, Lionel Tarassenko, Stephen J. Roberts:
Markov Models for Automated ECG Interval Analysis.
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- Cynthia Archer, Todd K. Leen, António M. Baptista:
Parameterized Novelty Detectors for Environmental Sensor Monitoring.
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- Benjamin Marlin:
Modeling User Rating Profiles For Collaborative Filtering.
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- Michael J. Quinlan, Stephan K. Chalup, Richard H. Middleton:
Application of SVMs for Colour Classification and Collision Detection with AIBO Robots.
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- Jun Suzuki, Yutaka Sasaki, Eisaku Maeda:
Kernels for Structured Natural Language Data.
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- Daniel B. Neill, Andrew W. Moore:
A Fast Multi-Resolution Method for Detection of Significant Spatial Disease Clusters.
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- Benjamin Taskar, Ming Fai Wong, Pieter Abbeel, Daphne Koller:
Link Prediction in Relational Data.
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- Andrew Rabinovich, Sameer Agarwal, Casey Laris, Jeffrey H. Price, Serge Belongie:
Unsupervised Color Decomposition Of Histologically Stained Tissue Samples.
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- Su-In Lee, Serafim Batzoglou:
ICA-based Clustering of Genes from Microarray Expression Data.
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- Darya Chudova, Christopher Hart, Eric Mjolsness, Padhraic Smyth:
Gene Expression Clustering with Functional Mixture Models.
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- Maneesh Sahani, Srikantan S. Nagarajan:
Reconstructing MEG Sources with Unknown Correlations.
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- Saori C. Tanaka, Kenji Doya, Go Okada, Kazutaka Ueda, Yasumasa Okamoto, Shigeto Yamawaki:
Different Cortico-Basal Ganglia Loops Specialize in Reward Prediction at Different Time Scales.
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- Xuerui Wang, Rebecca Hutchinson, Tom M. Mitchell:
Training fMRI Classifiers to Discriminate Cognitive States across Multiple Subjects.
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- Roland Vollgraf, Michael Scholz, Ian A. Meinertzhagen, Klaus Obermayer:
Nonlinear Filtering of Electron Micrographs by Means of Support Vector Regression.
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- Yu Zhou, Steven G. Mason, Gary E. Birch:
Impact of an Energy Normalization Transform on the Performance of the LF-ASD Brain Computer Interface.
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- Guido Dornhege, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller:
Increase Information Transfer Rates in BCI by CSP Extension to Multi-class.
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- Sung C. Jun, Barak A. Pearlmutter:
Subject-Independent Magnetoencephalographic Source Localization by a Multilayer Perceptron.
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- Carl Edward Rasmussen, Malte Kuss:
Gaussian Processes in Reinforcement Learning.
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- Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun:
Applying Metric-Trees to Belief-Point POMDPs.
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- Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun:
ARA*: Anytime A* with Provable Bounds on Sub-Optimality.
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- Georgios Theocharous, Leslie Pack Kaelbling:
Approximate Planning in POMDPs with Macro-Actions.
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- Natalia Hernandez-Gardiol, Leslie Pack Kaelbling:
Envelope-based Planning in Relational MDPs.
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- David C. Parkes, Satinder P. Singh:
An MDP-Based Approach to Online Mechanism Design.
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- Andrew Y. Ng, H. Jin Kim, Michael I. Jordan, Shankar Sastry:
Autonomous Helicopter Flight via Reinforcement Learning.
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- Yu-Han Chang, Tracey Ho, Leslie Pack Kaelbling:
All learning is Local: Multi-agent Learning in Global Reward Games.
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- Daniela Pucci de Farias, Nimrod Megiddo:
How to Combine Expert (and Novice) Advice when Actions Impact the Environment?
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- Pascal Poupart, Craig Boutilier:
Bounded Finite State Controllers.
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- J. Andrew Bagnell, Sham Kakade, Andrew Y. Ng, Jeff G. Schneider:
Policy Search by Dynamic Programming.
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- Arnab Nilim, Laurent El Ghaoui:
Robustness in Markov Decision Problems with Uncertain Transition Matrices.
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- Alan Fern, Sung Wook Yoon, Robert Givan:
Approximate Policy Iteration with a Policy Language Bias.
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- Matthew R. Rudary, Satinder P. Singh:
A Nonlinear Predictive State Representation.
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- Xiao Feng Wang, Tuomas Sandholm:
Learning Near-Pareto-Optimal Conventions in Polynomial Time.
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- Gerald Tesauro:
Extending Q-Learning to General Adaptive Multi-Agent Systems.
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- Curt A. Bererton, Geoffrey J. Gordon, Sebastian Thrun:
Auction Mechanism Design for Multi-Robot Coordination.
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- Ciamac Cyrus Moallemi, Benjamin Van Roy:
Distributed Optimization in Adaptive Networks.
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- Milos Hauskrecht, Branislav Kveton:
Linear Program Approximations for Factored Continuous-State Markov Decision Processes.
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- Arnulf B. A. Graf, Felix A. Wichmann:
Insights from Machine Learning Applied to Human Visual Classification.
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- Virginia R. de Sa:
Sensory Modality Segregation.
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- Artur S. d'Avila Garcez, Luís C. Lamb:
Reasoning about Time and Knowledge in Neural Symbolic Learning Systems.
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- Marc Toussaint:
Learning a World Model and Planning with a Self-Organizing, Dynamic Neural System.
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- Woojae Kim, Daniel J. Navarro, Mark A. Pitt, In Jae Myung:
An MCMC-Based Method of Comparing Connectionist Models in Cognitive Science.
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- David Philipona, J. K. O'Regan, Jean-Pierre Nadal, Olivier J. M. D. Coenen:
Perception of the Structure of the Physical World Using Unknown Multimodal Sensors and Effectors.
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- Thomas L. Griffiths, Joshua B. Tenenbaum:
From Algorithmic to Subjective Randomness.
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- Zach Solan, David Horn, Eytan Ruppin, Shimon Edelman:
Unsupervised Context Sensitive Language Acquisition from a Large Corpus.
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- Yuuya Sugita, Jun Tani:
A Holistic Approach to Compositional Semantics: A Connectionist Model and Robot Experiments.
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- Aaron C. Courville, Nathaniel D. Daw, Geoffrey J. Gordon, David S. Touretzky:
Model Uncertainty in Classical Conditioning.
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- Reid R. Harrison:
A Low-Power Analog VLSI Visual Collision Detector.
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- Paul Merolla, Kwabena Boahen:
A Recurrent Model of Orientation Maps with Simple and Complex Cells.
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- Rock Z. Shi, Timothy K. Horiuchi:
A Summating, Exponentially-Decaying CMOS Synapse for Spiking Neural Systems.
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- Hsin Chen, Patrice Fleury, Alan F. Murray:
Minimising Contrastive Divergence in Noisy, Mixed-mode VLSI Neurons.
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- Bob Ricks, Dan Ventura:
Training a Quantum Neural Network.
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- Adria Bofill-i-Petit, Alan F. Murray:
Synchrony Detection by Analogue VLSI Neurons with Bimodal STDP Synapses.
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- Masakazu Yagi, Hideo Yamasaki, Tadashi Shibata:
A Mixed-Signal VLSI for Real-Time Generation of Edge-Based Image Vectors.
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- Francesco Tenore, Ralph Etienne-Cummings, M. Anthony Lewis:
Entrainment of Silicon Central Pattern Generators for Legged Locomotory Control.
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- Eric K. C. Tsang, Bertram Emil Shi:
A Neuromorphic Multi-chip Model of a Disparity Selective Complex Cell.
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- Ingo Steinwart:
Sparseness of Support Vector Machines---Some Asymptotically Sharp Bounds.
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- Tong Zhang:
An Infinity-sample Theory for Multi-category Large Margin Classification.
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- Philip Derbeko, Ran El-Yaniv, Ron Meir:
Error Bounds for Transductive Learning via Compression and Clustering.
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- Claire Monteleoni, Tommi Jaakkola:
Online Learning of Non-stationary Sequences.
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- Cynthia Rudin, Ingrid Daubechies, Robert E. Schapire:
On the Dynamics of Boosting.
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- Kohei Hatano, Manfred K. Warmuth:
Boosting versus Covering.
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- Clayton Scott, Robert Nowak:
Near-Minimax Optimal Classification with Dyadic Classification Trees.
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- Jean-Yves Audibert, Olivier Bousquet:
PAC-Bayesian Generic Chaining.
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- Vladimir Vovk, Glenn Shafer, Ilia Nouretdinov:
Self-calibrating Probability Forecasting.
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- David L. Donoho, Victoria Stodden:
When Does Non-Negative Matrix Factorization Give a Correct Decomposition into Parts?
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- Tong Zhang:
Learning Bounds for a Generalized Family of Bayesian Posterior Distributions.
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- Manfred Opper, Ole Winther:
Variational Linear Response.
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- Susanne Still, William Bialek, Léon Bottou:
Geometric Clustering Using the Information Bottleneck Method.
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- Peter L. Bartlett, Michael I. Jordan, Jon D. McAuliffe:
Large Margin Classifiers: Convex Loss, Low Noise, and Convergence Rates.
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- David C. Hoyle, Magnus Rattray:
Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA.
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- Dörthe Malzahn, Manfred Opper:
Approximate Analytical Bootstrap Averages for Support Vector Classifiers.
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- Justin Werfel, Xiaohui Xie, H. Sebastian Seung:
Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks.
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- Gurinder S. Atwal, William Bialek:
Ambiguous Model Learning Made Unambiguous with 1/f Priors.
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- Gal Chechik, Amir Globerson, Naftali Tishby, Yair Weiss:
Information Bottleneck for Gaussian Variables.
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- Olivier Bousquet, Olivier Chapelle, Matthias Hein:
Measure Based Regularization.
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- Shai Shalev-Shwartz, Koby Crammer, Ofer Dekel, Yoram Singer:
Online Passive-Aggressive Algorithms.
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- Saharon Rosset, Ji Zhu, Trevor Hastie:
Margin Maximizing Loss Functions.
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- Yuval Aviel, David Horn, Moshe Abeles:
The Doubly Balanced Network of Spiking Neurons: A Memory Model with High Capacity.
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- Thomas Natschläger, Wolfgang Maass:
Information Dynamics and Emergent Computation in Recurrent Circuits of Spiking Neurons.
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- Peter J. Thomas, Donald J. Spencer, Sierra K. Hampton, Peter Park, Joseph P. Zurkus:
The Diffusion-Limited Biochemical Signal-Relay Channel.
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- Aaron J. Gruber, Peter Dayan, Boris S. Gutkin, Sara A. Solla:
Dopamine Modulation in a Basal Ganglio-cortical Network Implements Saliency-based Gating of Working Memory.
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- Nathan A. Dunn, John S. Conery, Shawn R. Lockery:
Circuit Optimization Predicts Dynamic Network for Chemosensory Orientation in the Nematode C. elegans.
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- Maneesh Sahani:
A Biologically Plausible Algorithm for Reinforcement-shaped Representational Learning.
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- Yoichi Miyawaki, Masato Okada:
Mechanism of Neural Interference by Transcranial Magnetic Stimulation: Network or Single Neuron?
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- Peter Dayan, Michael Häusser:
Plasticity Kernels and Temporal Statistics.
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- Jonathan Pillow, Liam Paninski, Eero P. Simoncelli:
Maximum Likelihood Estimation of a Stochastic Integrate-and-Fire Neural Model.
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- Liam Paninski:
Design of Experiments via Information Theory.
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- Konrad P. Körding, Daniel M. Wolpert:
Probabilistic Inference in Human Sensorimotor Processing.
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- Kazuyuki Samejima, Kenji Doya, Yasumasa Ueda, Minoru Kimura:
Estimating Internal Variables and Paramters of a Learning Agent by a Particle Filter.
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- Bernd Porr, Ausra Saudargiene, Florentin Wörgötter:
Analytical Solution of Spike-timing Dependent Plasticity Based on Synaptic Biophysics.
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- Brian J. Fischer, Charles H. Anderson:
A Probabilistic Model of Auditory Space Representation in the Barn Owl.
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- Ryan Kelly, Tai Sing Lee:
Decoding V1 Neuronal Activity using Particle Filtering with Volterra Kernels.
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- Jan Eichhorn, Andreas S. Tolias, Alexander Zien, Malte Kuss, Carl Edward Rasmussen, Jason Weston, Nikos Logothetis, Bernhard Schölkopf:
Prediction on Spike Data Using Kernel Algorithms.
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- William M. Campbell, Joseph P. Campbell, Douglas A. Reynolds, Douglas A. Jones, Timothy R. Leek:
Phonetic Speaker Recognition with Support Vector Machines.
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- Pedro J. Moreno, Purdy Ho, Nuno Vasconcelos:
A Kullback-Leibler Divergence Based Kernel for SVM Classification in Multimedia Applications.
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- Kannan Achan, Sam T. Roweis, Brendan J. Frey:
Probabilistic Inference of Speech Signals from Phaseless Spectrograms.
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- James T. Kwok, Brian Mak, Simon Ho:
Eigenvoice Speaker Adaptation via Composite Kernel PCA.
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- Jeff Bondy, Ian C. Bruce, Suzanna Becker, Simon Haykin:
Predicting Speech Intelligibility from a Population of Neurons.
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- Tomohiro Nakatani, Masato Miyoshi, Keisuke Kinoshita:
One Microphone Blind Dereverberation Based on Quasi-periodicity of Speech Signals.
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- Nicoleta Roman, DeLiang L. Wang, Guy J. Brown:
A Classification-based Cocktail-party Processor.
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- Zhou Wang, Eero P. Simoncelli:
Local Phase Coherence and the Perception of Blur.
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- Vincent Bonin, Valerio Mante, Matteo Carandini:
Nonlinear Processing in LGN Neurons.
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- Scott A. Beardsley, Lucia M. Vaina:
A Functional Architecture for Motion Pattern Processing in MSTd.
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- Alan L. Yuille, Fang Fang, Paul R. Schrater, Daniel Kersten:
Human and Ideal Observers for Detecting Image Curves.
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- Nathan Sprague, Dana H. Ballard:
Eye Movements for Reward Maximization.
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- Matthias H. Hennig, Florentin Wörgötter:
Eye Micro-movements Improve Stimulus Detection Beyond the Nyquist Limit in the Peripheral Retina.
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- Reto Wyss, Paul F. M. J. Verschure:
Bounded Invariance and the Formation of Place Fields..
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- Salvador Ruiz-Correa, Linda G. Shapiro, Marina Meila, Gabriel Berson:
Discriminating Deformable Shape Classes.
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- Kevin P. Murphy, Antonio B. Torralba, William T. Freeman:
Graphical Model For Recognizing Scenes and Objects.
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- Amit Gruber, Yair Weiss:
Factorization with Uncertainty and Missing Data: Exploiting Temporal Coherence.
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- Michael Fink, Pietro Perona:
Mutual Boosting for Contextual Inference.
Electronic Edition (link) BibTeX
- Jianxin Wu, James M. Rehg, Matthew D. Mullin:
Learning a Rare Event Detection Cascade by Direct Feature Selection.
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- Sanjiv Kumar, Martial Hebert:
Discriminative Fields for Modeling Spatial Dependencies in Natural Images.
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- Leonid Sigal, Michael Isard, Benjamin H. Sigelman, Michael J. Black:
Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation.
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- Deva Ramanan, David A. Forsyth:
Automatic Annotation of Everyday Movements.
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- Lorenzo Torresani, Aaron Hertzmann, Christoph Bregler:
Learning Non-Rigid 3D Shape from 2D Motion.
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- Gwen Littlewort, Marian Stewart Bartlett, Ian R. Fasel, Joel Chenu, Takayuki Kanda, Hiroshi Ishiguro, Javier R. Movellan:
Towards Social Robots: Automatic Evaluation of Human-robot Interaction by Face Detection and Expression Classification.
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- Song Wang, Toshiro Kubota, Jeffrey Mark Siskind:
Salient Boundary Detection using Ratio Contour.
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- Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric Klassen:
A Computational Geometric Approach to Shape Analysis in Images.
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- Lyndsey C. Pickup, Stephen J. Roberts, Andrew Zisserman:
A Sampled Texture Prior for Image Super-Resolution.
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- Charles R. Rosenberg, Thomas P. Minka, Alok Ladsariya:
Bayesian Color Constancy with Non-Gaussian Models.
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- Claudio Fanti, Marzia Polito, Pietro Perona:
An Improved Scheme for Detection and Labelling in Johansson Displays.
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:31:27 2009
by Michael Ley (ley@uni-trier.de)