information theory

Entropy-driven Unsupervised Keypoint Representation Learning in Videos ICML 2023 Estimating Total Correlation with Mutual Information Estimators AISTATS 2023 Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation NeurIPS 2023 Explaining Predictive Uncertainty with Information Theoretic Shapley Values NeurIPS 2023 Feature Selection in the Contrastive Analysis Setting NeurIPS 2023 Gacs-Korner Common Information Variational Autoencoder NeurIPS 2023 Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data NeurIPS 2023 Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels JMLR 2023 Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal Leakage COLT 2023 Hierarchical State Abstraction based on Structural Information Principles IJCAI 2023 How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? AISTATS 2023 Implications of Annotation Artifacts in Edge Probing Test Datasets CoNLL 2023 Information-Theoretic Analysis of Unsupervised Domain Adaptation ICLR 2023 Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists EACL 2023 Information-Theoretic Diffusion ICLR 2023 Information Theoretic Lower Bounds for Information Theoretic Upper Bounds NeurIPS 2023 Information-Theoretic State Space Model for Multi-View Reinforcement Learning ICML 2023 Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives EMNLP 2023 INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition ACL 2023 KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection ICCV 2023 Labels, Information, and Computation: Efficient Learning Using Sufficient Labels JMLR 2023 Learning Distributions over Quantum Measurement Outcomes ICML 2023 Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023 Local Intrinsic Dimensional Entropy AAAI 2023 Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding EMNLP 2023