| Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis | Sep 29, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning | Feb 4, 2022 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Improved Margin Generalization Bounds for Voting Classifiers | Feb 23, 2025 | Generalization Bounds | —Unverified | 0 |
| Encoding-dependent generalization bounds for parametrized quantum circuits | Jun 7, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks | Feb 7, 2021 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm | Jun 5, 2023 | Generalization Bounds | —Unverified | 0 |
| Improving Equivariant Networks with Probabilistic Symmetry Breaking | Mar 27, 2025 | Generalization BoundsInductive Bias | —Unverified | 0 |
| Block Contextual MDPs for Continual Learning | Oct 13, 2021 | Continual LearningGeneralization Bounds | —Unverified | 0 |
| A unified framework for information-theoretic generalization bounds | May 18, 2023 | Generalization BoundsLEMMA | —Unverified | 0 |
| Theoretical and Empirical Advances in Forest Pruning | Jan 10, 2024 | Generalization Boundsregression | —Unverified | 0 |
