information theory

MIM4DD: Mutual Information Maximization for Dataset Distillation NeurIPS 2023 Model-agnostic Measure of Generalization Difficulty ICML 2023 On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation ICML 2023 On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits ALT 2023 On the informativeness of supervision signals UAI 2023 Perfectly Secure Steganography Using Minimum Entropy Coupling ICLR 2023 Prototypical Model with Information-Theoretic Loss Functions for Generalized Zero-Shot Learning ACML 2023 Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework NeurIPS 2023 Reinforcement Learning with Simple Sequence Priors NeurIPS 2023 REV: Information-Theoretic Evaluation of Free-Text Rationales ACL 2023 Revisiting Entropy Rate Constancy in Text EMNLP 2023 Revisiting the Optimality of Word Lengths EMNLP 2023 Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information AAAI 2023 Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study ACL 2023 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023 Syntax and Geometry of Information ACL 2023 The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023 The communication cost of security and privacy in federated frequency estimation AISTATS 2023 Tighter Information-Theoretic Generalization Bounds from Supersamples ICML 2023 Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023 Tokenization and the Noiseless Channel ACL 2023 Which Shortcut Solution Do Question Answering Models Prefer to Learn? AAAI 2023 WordNet Is All You Need: A Surprisingly Effective Unsupervised Method for Graded Lexical Entailment EMNLP 2023 “World Knowledge” in Multiple Choice Reading Comprehension EACL 2023 k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension NeurIPS 2022