conftrace_

information-theoretic analysis

6 papers

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Co-occurring keywords

generalization bound (652) information theory (491) estimation bia (5) nonstationary environment (6) linguistic realization (1) input influence (1) nonstationary learning (3) entropy rate (8) optimal action sequence (1) dataset difficulty estimation (1)

Papers

Value Profiles for Encoding Human Variation EMNLP 2025
Information-theoretic Generalization Analysis for Expected Calibration Error NIPS 2024
An Information-Theoretic Approach to Analyze NLP Classification Tasks ACL 2024
An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023
Understanding the Generalization Ability of Deep Learning Algorithms: A Kernelized Rényi's Entropy Perspective IJCAI 2023
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information ICML 2022