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Information Theory

495 directly classified papers

Papers per year

Papers

New results on information theoretic clustering ICML 2019
Structure Learning with Side Information: Sample Complexity NIPS 2019
Zeno: Diagnosing Performance Problems with Temporal Provenance NSDI 2019
Natural Analysts in Adaptive Data Analysis ICML 2019
Inference under Information Constraints: Lower Bounds from Chi-Square Contraction COLT 2019
Non-parametric estimation of Jensen-Shannon Divergence in Generative Adversarial Network training AISTATS 2018
Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability COLT 2018
Estimators for Multivariate Information Measures in General Probability Spaces NIPS 2018
Extracting Morphophonology from Small Corpora EMNLP 2018
Entropy Rate Estimation for Markov Chains with Large State Space NIPS 2018
Scalable Hash-Based Estimation of Divergence Measures AISTATS 2018
Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder NAACL 2018
Generating Informative and Diverse Conversational Responses via Adversarial Information Maximization NIPS 2018
Contour location via entropy reduction leveraging multiple information sources NIPS 2018
Mutual Information Neural Estimation ICML 2018
Speech Database and Protocol Validation Using Waveform Entropy INTERSPEECH 2018
A New Frequency Coverage Metric and a New Subband Encoding Model, with an Application in Pitch Estimation INTERSPEECH 2018
Smooth and Sparse Optimal Transport AISTATS 2018
Power-law efficient neural codes provide general link between perceptual bias and discriminability NIPS 2018
Legendre Decomposition for Tensors NIPS 2018
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal NIPS 2018
Emergence of Invariance and Disentanglement in Deep Representations JMLR 2018
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures AISTATS 2018
An explicit analysis of the entropic penalty in linear programming COLT 2018
Using relative entropy for detection and analysis of periods of diachronic linguistic change COLING 2018