Information Theory

Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 Compressive Single-Photon 3D Cameras CVPR 2022 Construction Repetition Reduces Information Rate in Dialogue AACL 2022 Data-Derived Weak Universal Consistency JMLR 2022 Dimension reduction for high-dimensional small counts with KL divergence UAI 2022 Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022 Effective Dimension in Bandit Problems under Censorship NeurIPS 2022 Entropy Estimation via Normalizing Flow AAAI 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Estimating the Entropy of Linguistic Distributions ACL 2022 Estimating transfer entropy under long ranged dependencies UAI 2022 Estimation of Entropy in Constant Space with Improved Sample Complexity NeurIPS 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Evaluating Extreme Hierarchical Multi-label Classification ACL 2022 Fast Relative Entropy Coding with A* coding ICML 2022 (f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics JMLR 2022 Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models COLING 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Improved Induction of Narrative Chains via Cross-Document Relations NAACL 2022 Improving Adversarial Robustness via Mutual Information Estimation ICML 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 Increasing Visual Awareness in Multimodal Neural Machine Translation from an Information Theoretic Perspective EMNLP 2022 Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality NeurIPS 2022 Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022 Joint Entropy Search For Maximally-Informed Bayesian Optimization NeurIPS 2022