| From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality | Feb 22, 2022 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Adversarial Contrastive Learning | Feb 21, 2023 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Confusion-Based Online Learning and a Passive-Aggressive Scheme | Dec 1, 2012 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds and Stopping Rules for Learning with Self-Selected Data | May 12, 2025 | Active LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects | Jan 21, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 | 0 |
| Generalization Bounds for Data-Driven Numerical Linear Algebra | Jun 16, 2022 | Generalization BoundsPAC learning | —Unverified | 0 | 0 |
| Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks | Oct 10, 2024 | Generalization BoundsKolmogorov-Arnold Networks | —Unverified | 0 | 0 |
| Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss | Dec 1, 2011 | Generalization Bounds | —Unverified | 0 | 0 |
| Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds | Dec 1, 2020 | Generalization Bounds | —Unverified | 0 | 0 |
| A PAC-Bayesian Generalization Bound for Equivariant Networks | Oct 24, 2022 | Generalization BoundsInductive Bias | —Unverified | 0 | 0 |
