| Approximate Description Length, Covering Numbers, and VC Dimension | Sep 26, 2022 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Stochastic Gradient Descent via Localized -Covers | Sep 19, 2022 | Generalization Bounds | —Unverified | 0 |
| UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup | Sep 19, 2022 | Generalization Bounds | CodeCode Available | 1 |
| Stability and Generalization for Markov Chain Stochastic Gradient Methods | Sep 16, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study | Sep 16, 2022 | Generalization BoundsPolynomial Neural Networks | —Unverified | 0 |
| On Generalization of Decentralized Learning with Separable Data | Sep 15, 2022 | Generalization Bounds | —Unverified | 0 |
| 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 |
