| Generalization Analysis for Contrastive Representation Learning | Feb 24, 2023 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Adversarial Contrastive Learning | Feb 21, 2023 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning | Feb 20, 2023 | feature selectionGeneralization Bounds | —Unverified | 0 |
| PAC-Bayesian Generalization Bounds for Adversarial Generative Models | Feb 17, 2023 | Dimensionality ReductionGeneralization Bounds | CodeCode Available | 0 |
| PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees | Feb 13, 2023 | Federated LearningGeneralization Bounds | CodeCode Available | 1 |
| Information Theoretic Lower Bounds for Information Theoretic Upper Bounds | Feb 9, 2023 | Generalization Bounds | —Unverified | 0 |
| Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion | Feb 9, 2023 | Generalization Bounds | CodeCode Available | 1 |
| A unified recipe for deriving (time-uniform) PAC-Bayes bounds | Feb 7, 2023 | Generalization Boundsvalid | —Unverified | 0 |
| Generalization Bounds with Data-dependent Fractal Dimensions | Feb 6, 2023 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Tighter Information-Theoretic Generalization Bounds from Supersamples | Feb 5, 2023 | Generalization Bounds | CodeCode Available | 0 |