Information Theory

Why are some word orders more common than others? A uniform information density account NeurIPS 2010 A Rate Distortion Approach for Semi-Supervised Conditional Random Fields NeurIPS 2009 Discrete MDL Predicts in Total Variation NeurIPS 2009 Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NeurIPS 2009 Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness NeurIPS 2009 Neurometric function analysis of population codes NeurIPS 2009 Optimal context separation of spiking haptic signals by second-order somatosensory neurons NeurIPS 2009 A general framework for investigating how far the decoding process in the brain can be simplified NeurIPS 2008 Effects of Stimulus Type and of Error-Correcting Code Design on BCI Speller Performance NeurIPS 2008 Estimation of Information Theoretic Measures for Continuous Random Variables NeurIPS 2008 ICA based on a Smooth Estimation of the Differential Entropy NeurIPS 2008 Better than least squares: comparison of objective functions for estimating linear-nonlinear models NeurIPS 2007 Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons NeurIPS 2007 Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations NeurIPS 2007 A Theory of Retinal Population Coding NeurIPS 2006 Geometric entropy minimization (GEM) for anomaly detection and localization NeurIPS 2006 Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons NeurIPS 2006 Real-time adaptive information-theoretic optimization of neurophysiology experiments NeurIPS 2006 Similarity by Composition NeurIPS 2006 A Compression Approach to Support Vector Model Selection JMLR 2004