Information Theory

On the Estimation of α-Divergences AISTATS 2011 Spectral Dimensionality Reduction via Maximum Entropy AISTATS 2011 Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NeurIPS 2011 Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NeurIPS 2010 Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs NeurIPS 2010 Evaluating neuronal codes for inference using Fisher information NeurIPS 2010 Extensions of Generalized Binary Search to Group Identification and Exponential Costs NeurIPS 2010 Hilbert Space Embeddings and Metrics on Probability Measures JMLR 2010 Multitask Learning without Label Correspondences NeurIPS 2010 REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization AISTATS 2010 The Coding Divergence for Measuring the Complexity of Separating Two Sets ACML 2010 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 Efficient Bregman Range Search NeurIPS 2009 Neurometric function analysis of population codes NeurIPS 2009 Nonextensive Information Theoretic Kernels on Measures JMLR 2009 Optimal context separation of spiking haptic signals by second-order somatosensory neurons NeurIPS 2009 Streaming Pointwise Mutual Information 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 Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NeurIPS 2008 ICA based on a Smooth Estimation of the Differential Entropy NeurIPS 2008 Kernelized Sorting NeurIPS 2008