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Information Theory

495 directly classified papers

Papers per year

Papers

Kernelized Sorting NIPS 2008
Resolution Limits of Sparse Coding in High Dimensions NIPS 2008
Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance NIPS 2008
Kernel Measures of Independence for non-iid Data NIPS 2008
Better than least squares: comparison of objective functions for estimating linear-nonlinear models NIPS 2007
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations NIPS 2007
A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections NIPS 2007
Classification via Minimum Incremental Coding Length (MICL) NIPS 2007
A Kernel Statistical Test of Independence NIPS 2007
An Information Theoretic Framework for Eukaryotic Gradient Sensing NIPS 2006
Differential Entropic Clustering of Multivariate Gaussians NIPS 2006
Similarity by Composition NIPS 2006
Speakers optimize information density through syntactic reduction NIPS 2006
Information Bottleneck for Non Co-Occurrence Data NIPS 2006
Semigroup Kernels on Measures JMLR 2005
Information Bottleneck for Gaussian Variables JMLR 2005
Clustering with Bregman Divergences JMLR 2005
Kernel Methods for Measuring Independence JMLR 2005
Efficient Feature Selection via Analysis of Relevance and Redundancy JMLR 2004
ICA Using Spacings Estimates of Entropy JMLR 2003