| A New Family of Generalization Bounds Using Samplewise Evaluated CMI | 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 |
| 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 |
| Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study | Sep 16, 2022 | Generalization BoundsPolynomial Neural Networks | —Unverified | 0 |
| Stability and Generalization for Markov Chain Stochastic Gradient Methods | Sep 16, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| On Generalization of Decentralized Learning with Separable Data | Sep 15, 2022 | Generalization Bounds | —Unverified | 0 |
