| Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces | Oct 15, 2019 | Generalization Bounds | —Unverified | 0 |
| Improved Generalization Bounds for Communication Efficient Federated Learning | Apr 17, 2024 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Improved Generalization Bounds for Adversarially Robust Learning | Oct 4, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| 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 |
| Improved Sample Complexities for Deep Neural Networks and Robust Classification via an All-Layer Margin | May 1, 2020 | AllGeneralization Bounds | —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 |
| Theoretical and Empirical Advances in Forest Pruning | Jan 10, 2024 | Generalization Boundsregression | —Unverified | 0 |
