| Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization | Feb 14, 2024 | Generalization BoundsMemorization | —Unverified | 0 | 0 |
| Information-Theoretic Generalization Bounds for Deep Neural Networks | Apr 4, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
| Epistemic Errors of Imperfect Multitask Learners When Distributions Shift | May 29, 2025 | AttributeGeneralization Bounds | —Unverified | 0 | 0 |
| Information Theoretic Lower Bounds for Information Theoretic Upper Bounds | Feb 9, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Information Complexity and Generalization Bounds | May 4, 2021 | Generalization Bounds | —Unverified | 0 | 0 |
| Infinite-dimensional reservoir computing | Apr 2, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent PAC-Bayes priors via differential privacy | Jan 1, 2018 | Generalization Boundsvalid | —Unverified | 0 | 0 |
| Instance-Dependent Generalization Bounds via Optimal Transport | Nov 2, 2022 | Generalization BoundsInductive Bias | —Unverified | 0 | 0 |
| Boosting the Confidence of Generalization for L_2-Stable Randomized Learning Algorithms | Jun 8, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| A New Family of Generalization Bounds Using Samplewise Evaluated CMI | Oct 12, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
