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Information Theory

495 directly classified papers

Papers per year

Papers

Statistical and Computational Limits for Tensor-on-Tensor Association Detection COLT 2023
Algorithms for the Communication of Samples ICML 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022
Rethinking Fano’s Inequality in Ensemble Learning ICML 2022
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity ICML 2022
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022
Estimating the Entropy of Linguistic Distributions ACL 2022
A Functional Information Perspective on Model Interpretation ICML 2022
Fast Relative Entropy Coding with A* coding ICML 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022
Kantorovich Mechanism for Pufferfish Privacy AISTATS 2022
A time-resolved theory of information encoding in recurrent neural networks NIPS 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022
Tweaking UD Annotations to Investigate the Placement of Determiners, Quantifiers and Numerals in the Noun Phrase NAACL 2022
Dimension reduction for high-dimensional small counts with KL divergence UAI 2022
On Linear Model with Markov Signal Priors AISTATS 2022
Estimating transfer entropy under long ranged dependencies UAI 2022
Improved Induction of Narrative Chains via Cross-Document Relations NAACL 2022
Construction Repetition Reduces Information Rate in Dialogue AACL 2022
Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022
Shared knowledge in natural conversations: can entropy metrics shed light on information transfers? CONLL 2022
Entropy Estimation via Normalizing Flow AAAI 2022
Evaluating Extreme Hierarchical Multi-label Classification ACL 2022
C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery NSDI 2022