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Information Theory

495 directly classified papers

Papers per year

Papers

Constant Regret, Generalized Mixability, and Mirror Descent NIPS 2018
Compressing Neural Networks using the Variational Information Bottleneck ICML 2018
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization ICML 2018
Integration complexity and the order of cosisters EMNLP 2018
Testing for Families of Distributions via the Fourier Transform NIPS 2018
Contextual Pricing for Lipschitz Buyers NIPS 2018
Optimal Quantum Sample Complexity of Learning Algorithms JMLR 2018
Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018
Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018
Detecting Correlations with Little Memory and Communication COLT 2018
Information-theoretic Limits for Community Detection in Network Models NIPS 2018
Learners that Use Little Information ALT 2018
Stylistic variation over 200 years of court proceedings according to gender and social class NAACL 2018
An Information Theory based Approach to Multisource Clustering IJCAI 2018
Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints COLT 2018
Dimension-free Information Concentration via Exp-Concavity ALT 2018
Communication-Efficient Distributed Learning of Discrete Distributions NIPS 2017
Group-Wise Point-Set Registration Based on Renyi's Second Order Entropy CVPR 2017
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests AISTATS 2017
Homogeneity Measure Impact on Target and Non-Target Trials in Forensic Voice Comparison INTERSPEECH 2017
An Information Theoretic Analysis of the Temporal Synchrony Between Head Gestures and Prosodic Patterns in Spontaneous Speech INTERSPEECH 2017
Optimal encoding! - Information Theory constrains article omission in newspaper headlines EACL 2017
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function ACL 2017
NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance CVPR 2017