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| Information Complexity and Generalization Bounds | May 4, 2021 | Generalization Bounds | —Unverified | 0 |
| Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization | Feb 14, 2024 | Generalization BoundsMemorization | —Unverified | 0 |
| Epistemic Errors of Imperfect Multitask Learners When Distributions Shift | May 29, 2025 | AttributeGeneralization Bounds | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for Stochastic Gradient Descent | Feb 1, 2021 | Generalization BoundsStochastic Optimization | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for Meta-Learning and Applications | May 9, 2020 | Generalization BoundsInductive Bias | —Unverified | 0 |
| Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms | Sep 29, 2021 | Generalization BoundsOpen-Ended Question Answering | —Unverified | 0 |
| A New Family of Generalization Bounds Using Samplewise Evaluated CMI | Oct 12, 2022 | Generalization Bounds | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for Transductive Learning and its Applications | Nov 8, 2023 | Generalization BoundsGraph Learning | —Unverified | 0 |
| Information-Theoretic Generalization Bounds of Replay-based Continual Learning | Jul 16, 2025 | Continual LearningGeneralization Bounds | —Unverified | 0 |