| Sample Compression Hypernetworks: From Generalization Bounds to Meta-Learning | Oct 17, 2024 | Generalization BoundsMeta-Learning | —Unverified | 0 |
| On Rank-Dependent Generalisation Error Bounds for Transformers | Oct 15, 2024 | Generalization Bounds | —Unverified | 0 |
| Towards Sharper Risk Bounds for Minimax Problems | Oct 11, 2024 | Generalization Bounds | —Unverified | 0 |
| Online-to-PAC generalization bounds under graph-mixing dependencies | Oct 11, 2024 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks | Oct 10, 2024 | Generalization BoundsKolmogorov-Arnold Networks | —Unverified | 0 |
| Understanding Adversarially Robust Generalization via Weight-Curvature Index | Oct 10, 2024 | Adversarial RobustnessGeneralization Bounds | —Unverified | 0 |
| Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization | Oct 3, 2024 | Generalization Bounds | CodeCode Available | 0 |
| Large Language Models as Markov Chains | Oct 3, 2024 | Generalization BoundsIn-Context Learning | —Unverified | 0 |
| Which Algorithms Have Tight Generalization Bounds? | Oct 2, 2024 | Generalization Bounds | —Unverified | 0 |
| Equivariant score-based generative models provably learn distributions with symmetries efficiently | Oct 2, 2024 | Data AugmentationGeneralization Bounds | —Unverified | 0 |
