Information Theory

Nonparanormal Information Estimation ICML 2017 Optimal encoding! - Information Theory constrains article omission in newspaper headlines EACL 2017 Quantifying how much sensory information in a neural code is relevant for behavior NeurIPS 2017 Semisupervised Clustering, AND-Queries and Locally Encodable Source Coding NeurIPS 2017 Sifting Common Information from Many Variables IJCAI 2017 Simple strategies for recovering inner products from coarsely quantized random projections NeurIPS 2017 The Impact of Typicality for Informative Representative Selection CVPR 2017 Adjusting for Chance Clustering Comparison Measures JMLR 2016 An Information-Theoretic Analysis of Thompson Sampling JMLR 2016 Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods NeurIPS 2016 Barron and Cover’s Theory in Supervised Learning and its Application to Lasso ICML 2016 Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016 Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation NeurIPS 2016 Combining Energy and Cross-Entropy Analysis for Nuclear Segments Detection Interspeech 2016 Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016 Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016 Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information NeurIPS 2016 Efficient state-space modularization for planning: theory, behavioral and neural signatures NeurIPS 2016 Estimating Mutual Information in Under-Reported Variables PGM 2016 EVS Channel Aware Mode Robustness to Frame Erasures Interspeech 2016 Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NeurIPS 2016 Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NeurIPS 2016 Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016 Information-theoretic thresholds for community detection in sparse networks COLT 2016 Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices AISTATS 2016