mutual information

Lower Bounds on Active Learning for Graphical Model Selection AISTATS 2017 MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting IJCNLP 2017 Nonparanormal Information Estimation ICML 2017 Quantifying how much sensory information in a neural code is relevant for behavior NeurIPS 2017 RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list SemEval 2017 The Impact of Random Models on Clustering Similarity JMLR 2017 Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NeurIPS 2016 Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016 Estimating Mutual Information in Under-Reported Variables PGM 2016 Extremal Mechanisms for Local Differential Privacy JMLR 2016 InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets NeurIPS 2016 Jointly Informative Feature Selection Made Tractable by Gaussian Modeling JMLR 2016 Measuring Dependence Powerfully and Equitably JMLR 2016 Mixed vine copulas as joint models of spike counts and local field potentials NeurIPS 2016 Mutual Information Based Matching for Causal Inference with Observational Data JMLR 2016 Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NeurIPS 2016 Variational Information Maximization for Feature Selection NeurIPS 2016 Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015 Information-Theoretic Planning with Trajectory Optimization for Dense 3D Mapping RSS 2015 Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations NeurIPS 2015 On Greedy Maximization of Entropy ICML 2015 Sequential Information Maximization: When is Greedy Near-optimal? COLT 2015 Structured Feature Selection ICCV 2015 Unsupervised Cross-Modal Synthesis of Subject-Specific Scans ICCV 2015 Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NeurIPS 2015