| Stability analysis of SGD through the normalized loss function | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Lipschitz-Bounded Equilibrium Networks | Jan 1, 2021 | Generalization Boundsimage-classification | —Unverified | 0 |
| Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing | Jan 1, 2021 | Generalization BoundsMachine Translation | —Unverified | 0 |
| f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks | Jan 1, 2021 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Beyond GNNs: A Sample Efficient Architecture for Graph Problems | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Sharper Generalization Bounds for Learning with Gradient-dominated Objective Functions | Jan 1, 2021 | Generalization BoundsStochastic Optimization | —Unverified | 0 |
| Estimating Lipschitz constants of monotone deep equilibrium models | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Effective Distributed Learning with Random Features: Improved Bounds and Algorithms | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 |
| Robustness, Privacy, and Generalization of Adversarial Training | Dec 25, 2020 | Generalization BoundsPrivacy Preserving | CodeCode Available | 0 |
| A Tight Lower Bound for Uniformly Stable Algorithms | Dec 24, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 |
