information theory

Detecting Correlations with Little Memory and Communication COLT 2018 Entropy and mutual information in models of deep neural networks NeurIPS 2018 Estimators for Multivariate Information Measures in General Probability Spaces NeurIPS 2018 Extracting Morphophonology from Small Corpora EMNLP 2018 Fast Information-theoretic Bayesian Optimisation ICML 2018 Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NeurIPS 2018 Information-theoretic Limits for Community Detection in Network Models NeurIPS 2018 Invariant Representations without Adversarial Training NeurIPS 2018 Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability COLT 2018 Topological mixture estimation ICML 2018 CHARDA: Causal Hybrid Automata Recovery via Dynamic Analysis IJCAI 2017 Discovering Potential Correlations via Hypercontractivity NeurIPS 2017 Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach NeurIPS 2017 Fundamental limits of symmetric low-rank matrix estimation COLT 2017 Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy CVPR 2017 Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison Interspeech 2017 Information-theoretic analysis of generalization capability of learning algorithms NeurIPS 2017 Information-theoretic limits of Bayesian network structure learning AISTATS 2017 Learning Populations of Parameters NeurIPS 2017 Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017 Measuring Encoding Efficiency in Swedish and English Language Learner Speech Production Interspeech 2017 NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance CVPR 2017 Optimal encoding! - Information Theory constrains article omission in newspaper headlines EACL 2017 Phase Transitions in the Pooled Data Problem NeurIPS 2017 Quantifying how much sensory information in a neural code is relevant for behavior NeurIPS 2017