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Information Theory

495 directly classified papers

Papers per year

Papers

Information, Divergence and Risk for Binary Experiments JMLR 2011
On the Estimation of $\alpha$-Divergences AISTATS 2011
Spectral Dimensionality Reduction via Maximum Entropy AISTATS 2011
How biased are maximum entropy models? NIPS 2011
Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NIPS 2011
Lower Bounds for Passive and Active Learning NIPS 2011
Why are some word orders more common than others? A uniform information density account NIPS 2010
Extensions of Generalized Binary Search to Group Identification and Exponential Costs NIPS 2010
REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization AISTATS 2010
Evaluating neuronal codes for inference using Fisher information NIPS 2010
Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs NIPS 2010
Hilbert Space Embeddings and Metrics on Probability Measures JMLR 2010
The Coding Divergence for Measuring the Complexity of Separating Two Sets ACML 2010
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NIPS 2009
Nonextensive Information Theoretic Kernels on Measures JMLR 2009
Optimal context separation of spiking haptic signals by second-order somatosensory neurons NIPS 2009
Discrete MDL Predicts in Total Variation NIPS 2009
Streaming Pointwise Mutual Information NIPS 2009
Efficient Bregman Range Search NIPS 2009
Neurometric function analysis of population codes NIPS 2009
Estimation of Information Theoretic Measures for Continuous Random Variables NIPS 2008
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
ICA based on a Smooth Estimation of the Differential Entropy NIPS 2008
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NIPS 2008
A general framework for investigating how far the decoding process in the brain can be simplified NIPS 2008