| SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data | Oct 27, 2017 | Generalization Bounds | —Unverified | 0 | 0 |
| Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms | Apr 27, 2020 | Generalization Bounds | —Unverified | 0 | 0 |
| Sharper bounds for uniformly stable algorithms | Oct 17, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Sharper Generalization Bounds for Learning with Gradient-dominated Objective Functions | Jan 1, 2021 | Generalization BoundsStochastic Optimization | —Unverified | 0 | 0 |
| Sharper Generalization Bounds for Pairwise Learning | Dec 1, 2020 | Generalization BoundsMetric Learning | —Unverified | 0 | 0 |
| Sharp Generalization Bounds for Foundation Models with Asymmetric Randomized Low-Rank Adapters | Jun 17, 2025 | Generalization Boundsparameter-efficient fine-tuning | —Unverified | 0 | 0 |
| Sharp Generalization of Transductive Learning: A Transductive Local Rademacher Complexity Approach | Sep 28, 2023 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning | Dec 1, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 | 0 |
| Generalization bounds for deep convolutional neural networks | May 29, 2019 | Generalization Bounds | —Unverified | 0 | 0 |
| Smart Predict-then-Optimize Method with Dependent Data: Risk Bounds and Calibration of Autoregression | Nov 19, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
