mutual information

Compact Representation for Image Classification: To Choose or to Compress? CVPR 2014 Demystifying Information-Theoretic Clustering ICML 2014 Discovering Structure in High-Dimensional Data Through Correlation Explanation NeurIPS 2014 Exponential Concentration of a Density Functional Estimator NeurIPS 2014 Gaussian Process Optimization with Mutual Information ICML 2014 Information Theoretical Estimators Toolbox JMLR 2014 Information-Theoretic Characterization of Sparse Recovery AISTATS 2014 Jointly Informative Feature Selection AISTATS 2014 Learning to Optimize via Information-Directed Sampling NeurIPS 2014 Nonlinear Information-Theoretic Compressive Measurement Design ICML 2014 Optimal prior-dependent neural population codes under shared input noise NeurIPS 2014 Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation CVPR 2014 Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014 A Fast Approximate AIB Algorithm for Distributional Word Clustering CVPR 2013 Approximate Representations for Multi-Robot Control Policies that Maximize Mutual Information RSS 2013 Designed Measurements for Vector Count Data NeurIPS 2013 Discriminative Color Descriptors CVPR 2013 Heterogeneous Auto-similarities of Characteristics (HASC): Exploiting Relational Information for Classification ICCV 2013 Least Informative Dimensions NeurIPS 2013 Optimal Neural Population Codes for High-dimensional Stimulus Variables NeurIPS 2013 Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NeurIPS 2013 Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning ICML 2013 Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection JMLR 2012 Exponential Concentration for Mutual Information Estimation with Application to Forests NeurIPS 2012 Informative Priors for Markov Blanket Discovery AISTATS 2012