| 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 |
| Large Language Models as Markov Chains | Oct 3, 2024 | Generalization BoundsIn-Context Learning | —Unverified | 0 |
| Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization | Oct 3, 2024 | Generalization Bounds | CodeCode Available | 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 |
| Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses | Sep 26, 2024 | Generalization Boundsvalid | CodeCode Available | 0 |
| Learning to Classify Quantum Phases of Matter with a Few Measurements | Sep 8, 2024 | Generalization BoundsTensor Networks | —Unverified | 0 |
