| Teacher Guided Training: An Efficient Framework for Knowledge Transfer | Aug 14, 2022 | Generalization Boundsimage-classification | —Unverified | 0 |
| On Rademacher Complexity-based Generalization Bounds for Deep Learning | Aug 8, 2022 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Integral Probability Metrics PAC-Bayes Bounds | Jul 1, 2022 | Generalization BoundsStyle Generalization | CodeCode Available | 0 |
| On Leave-One-Out Conditional Mutual Information For Generalization | Jul 1, 2022 | Generalization Boundsimage-classification | —Unverified | 0 |
| Robustness Implies Generalization via Data-Dependent Generalization Bounds | Jun 27, 2022 | Generalization Bounds | —Unverified | 0 |
| On how to avoid exacerbating spurious correlations when models are overparameterized | Jun 25, 2022 | Generalization Boundsimbalanced classification | —Unverified | 0 |
| Cold Posteriors through PAC-Bayes | Jun 22, 2022 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 |
| Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting | Jun 19, 2022 | Data AugmentationGeneralization Bounds | —Unverified | 0 |
| Provable Generalization of Overparameterized Meta-learning Trained with SGD | Jun 18, 2022 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| On the Role of Generalization in Transferability of Adversarial Examples | Jun 18, 2022 | Generalization Bounds | —Unverified | 0 |