information theory

489 papers

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Also known as

IP IT

Co-occurring keywords

mutual information (717) representation learning (6174) sample complexity (1158) language model (4573) generalization bound (649) learning theory (518) large language model (12755) causal inference (1619) statistical learning (350) unsupervised learning (3255)

Papers

A general framework for investigating how far the decoding process in the brain can be simplified NIPS 2008

Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance NIPS 2008

Classification via Minimum Incremental Coding Length (MICL) NIPS 2007

Receptive Fields without Spike-Triggering NIPS 2007

A Complexity-Distortion Approach to Joint Pattern Alignment NIPS 2006

Speakers optimize information density through syntactic reduction NIPS 2006

Real-time adaptive information-theoretic optimization of neurophysiology experiments NIPS 2006

Differential Entropic Clustering of Multivariate Gaussians NIPS 2006

An Information Theoretic Framework for Eukaryotic Gradient Sensing NIPS 2006

Temporal dynamics of information content carried by neurons in the primary visual cortex NIPS 2006

Similarity by Composition NIPS 2006

Semigroup Kernels on Measures JMLR 2005

Sufficient Dimensionality Reduction JMLR 2003

A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification JMLR 2003