information theory

A Consistent and Efficient Evaluation Strategy for Attribution Methods ICML 2022 Adaptive Data Analysis with Correlated Observations ICML 2022 Adaptive Information Belief Space Planning IJCAI 2022 A Functional Information Perspective on Model Interpretation ICML 2022 Analyzing Wrap-Up Effects through an Information-Theoretic Lens ACL 2022 An Analysis of Ensemble Sampling NeurIPS 2022 A New Family of Generalization Bounds Using Samplewise Evaluated CMI NeurIPS 2022 An Information-theoretical Approach to Semi-supervised Learning under Covariate-shift AISTATS 2022 An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models NAACL 2022 An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022 An Information-Theoretic Framework for Deep Learning NeurIPS 2022 An Information-Theoretic Justification for Model Pruning AISTATS 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 Better Embedding and More Shots for Few-shot Learning IJCAI 2022 Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 ColorCode: A Bayesian Approach to Augmentative and Alternative Communication with Two Buttons ACL 2022 Construction Repetition Reduces Information Rate in Dialogue AACL 2022 Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022 Data-Derived Weak Universal Consistency JMLR 2022 Entropic Causal Inference: Graph Identifiability ICML 2022 Entropy Estimation via Normalizing Flow AAAI 2022 Estimating the Entropy of Linguistic Distributions ACL 2022 Evaluating Extreme Hierarchical Multi-label Classification ACL 2022 Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022 Fundamental Performance Limits for Sensor-Based Robot Control and Policy Learning RSS 2022