| 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 |
| On the Role of Generalization in Transferability of Adversarial Examples | Jun 18, 2022 | Generalization Bounds | —Unverified | 0 |
| Provable Generalization of Overparameterized Meta-learning Trained with SGD | Jun 18, 2022 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| Generalization Bounds for Data-Driven Numerical Linear Algebra | Jun 16, 2022 | Generalization BoundsPAC learning | —Unverified | 0 |
| Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence | Jun 16, 2022 | Generalization BoundsMemorization | —Unverified | 0 |
| Memory Classifiers: Two-stage Classification for Robustness in Machine Learning | Jun 10, 2022 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Learning Non-Vacuous Generalization Bounds from Optimization | Jun 9, 2022 | Generalization Boundsvalid | CodeCode Available | 0 |
| What is a Good Metric to Study Generalization of Minimax Learners? | Jun 9, 2022 | Generalization Bounds | —Unverified | 0 |
| Boosting the Confidence of Generalization for L_2-Stable Randomized Learning Algorithms | Jun 8, 2022 | Generalization Bounds | —Unverified | 0 |
