Information Theory

Modeling Diachronic Change in Scientific Writing with Information Density COLING 2016 Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NeurIPS 2016 Sinusoidal Modelling for Ecoacoustics Interspeech 2016 Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces AISTATS 2016 The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016 The Next Best Underwater View CVPR 2016 Variable Elimination in the Fourier Domain ICML 2016 A low variance consistent test of relative dependency ICML 2015 Discrete Rényi Classifiers NeurIPS 2015 Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015 Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees ICML 2015 Existence and Uniqueness of Proper Scoring Rules JMLR 2015 How Many Bits Does it Take for a Stimulus to Be Salient? CVPR 2015 Information Geometry and Minimum Description Length Networks ICML 2015 Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015 Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations NeurIPS 2015 On Estimating L_2^2 Divergence AISTATS 2015 Plug-and-Play Dual-Tree Algorithm Runtime Analysis JMLR 2015 Saliency, Scale and Information: Towards a Unifying Theory NeurIPS 2015 Sequential Information Maximization: When is Greedy Near-optimal? COLT 2015 Testing Closeness With Unequal Sized Samples NeurIPS 2015 An Information Geometry of Statistical Manifold Learning ICML 2014 A statistical model for tensor PCA NeurIPS 2014 Bayesian Entropy Estimation for Countable Discrete Distributions JMLR 2014 Demystifying Information-Theoretic Clustering ICML 2014