information theory

Sifting Common Information from Many Variables IJCAI 2017 The Impact of Typicality for Informative Representative Selection CVPR 2017 Understanding and Measuring Collective Intelligence Across Different Cognitive Systems: An Information-Theoretic Approach IJCAI 2017 Unsupervised Learning via Total Correlation Explanation IJCAI 2017 A Bio-inspired Redundant Sensing Architecture NeurIPS 2016 An Information-Theoretic Analysis of Thompson Sampling JMLR 2016 Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016 Efficient state-space modularization for planning: theory, behavioral and neural signatures NeurIPS 2016 Exact Exponent in Optimal Rates for Crowdsourcing ICML 2016 Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NeurIPS 2016 Human Decision-Making under Limited Time NeurIPS 2016 Information-theoretic thresholds for community detection in sparse networks COLT 2016 Refined Lower Bounds for Adversarial Bandits NeurIPS 2016 Relevant sparse codes with variational information bottleneck NeurIPS 2016 The Information Sieve ICML 2016 The Information-Theoretic Requirements of Subspace Clustering with Missing Data ICML 2016 Bayesian Active Model Selection with an Application to Automated Audiometry NeurIPS 2015 Exploring Causal Relationships in Visual Object Tracking ICCV 2015 How Many Bits Does it Take for a Stimulus to Be Salient? CVPR 2015 Information-theoretic lower bounds for convex optimization with erroneous oracles NeurIPS 2015 Maximally Informative Hierarchical Representations of High-Dimensional Data AISTATS 2015 Saliency, Scale and Information: Towards a Unifying Theory NeurIPS 2015 A statistical model for tensor PCA NeurIPS 2014 Demystifying Information-Theoretic Clustering ICML 2014 Extremal Mechanisms for Local Differential Privacy NeurIPS 2014