| Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy | Sep 13, 2022 | Generalization BoundsTransfer Learning | —Unverified | 0 |
| Graph Polynomial Convolution Models for Node Classification of Non-Homophilous Graphs | Sep 12, 2022 | Generalization BoundsNode Classification | —Unverified | 0 |
| Generalization In Multi-Objective Machine Learning | Aug 29, 2022 | FairnessGeneralization Bounds | —Unverified | 0 |
| A Novel Plug-and-Play Approach for Adversarially Robust Generalization | Aug 19, 2022 | Generalization BoundsMatrix Completion | —Unverified | 0 |
| 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 |
| On Leave-One-Out Conditional Mutual Information For Generalization | Jul 1, 2022 | Generalization Boundsimage-classification | —Unverified | 0 |
| Integral Probability Metrics PAC-Bayes Bounds | Jul 1, 2022 | Generalization BoundsStyle Generalization | CodeCode Available | 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 |