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| PAC-Bayesian Offline Contextual Bandits With Guarantees | Oct 24, 2022 | Generalization BoundsMulti-Armed Bandits | —Unverified | 0 |
| Task-Free Continual Learning via Online Discrepancy Distance Learning | Oct 12, 2022 | Continual LearningGeneralization Bounds | —Unverified | 0 |
| Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness | Oct 12, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| A New Family of Generalization Bounds Using Samplewise Evaluated CMI | Oct 12, 2022 | Generalization Bounds | —Unverified | 0 |
| On the Importance of Gradient Norm in PAC-Bayesian Bounds | Oct 12, 2022 | Generalization Bounds | —Unverified | 0 |
| Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions | Oct 4, 2022 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Stability Analysis and Generalization Bounds of Adversarial Training | Oct 3, 2022 | Generalization Bounds | CodeCode Available | 0 |
| Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel | Sep 30, 2022 | Generalization Bounds | —Unverified | 0 |
| Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability | Sep 27, 2022 | Generalization BoundsImage Retrieval | CodeCode Available | 0 |
