| On the Sample Complexity of Stability Constrained Imitation Learning | Feb 18, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| A General Framework for the Practical Disintegration of PAC-Bayesian Bounds | Feb 17, 2021 | Generalization Bounds | CodeCode Available | 0 |
| Lexicographically Fair Learning: Algorithms and Generalization | Feb 16, 2021 | FairnessGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability | Feb 12, 2021 | Generalization BoundsMeta-Learning | CodeCode Available | 0 |
| Dimension Free Generalization Bounds for Non Linear Metric Learning | Feb 7, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks | Feb 7, 2021 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels | Feb 5, 2021 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for Stochastic Gradient Descent | Feb 1, 2021 | Generalization BoundsStochastic Optimization | —Unverified | 0 |
| Robustness to Augmentations as a Generalization metric | Jan 16, 2021 | Generalization Bounds | CodeCode Available | 0 |
| Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds | Jan 15, 2021 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
