| Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms | Jun 9, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD | Dec 1, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Functions with average smoothness: structure, algorithms, and learning | Jul 13, 2020 | DenoisingGeneralization Bounds | —Unverified | 0 | 0 |
| Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability | Mar 6, 2025 | AttributeGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Analysis for Contrastive Representation Learning | Feb 24, 2023 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Analysis for Contrastive Representation Learning under Non-IID Settings | May 8, 2025 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Analysis for Deep Contrastive Representation Learning | Dec 16, 2024 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization and Representational Limits of Graph Neural Networks | Feb 14, 2020 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization bounds and algorithms for estimating conditional average treatment effect of dosage | May 29, 2022 | counterfactualEpidemiology | —Unverified | 0 | 0 |
| Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss | Dec 1, 2011 | Generalization Bounds | —Unverified | 0 | 0 |