| Tight Generalization Bounds for Large-Margin Halfspaces | Feb 19, 2025 | Generalization Bounds | —Unverified | 0 |
| SeWA: Selective Weight Average via Probabilistic Masking | Feb 14, 2025 | Generalization Boundsimage-classification | —Unverified | 0 |
| Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression | Feb 13, 2025 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Understanding the Generalization Error of Markov algorithms through Poissonization | Feb 11, 2025 | Generalization BoundsStochastic Optimization | —Unverified | 0 |
| Adversarial Transform Particle Filters | Feb 10, 2025 | Generalization BoundsState Space Models | CodeCode Available | 0 |
| Data-Driven Neural Certificate Synthesis | Feb 8, 2025 | Generalization BoundsPAC learning | —Unverified | 0 |
| Unveiling the Mechanisms of Explicit CoT Training: How CoT Enhances Reasoning Generalization | Feb 7, 2025 | Generalization BoundsSystematic Generalization | CodeCode Available | 0 |
| Algorithmic Stability of Stochastic Gradient Descent with Momentum under Heavy-Tailed Noise | Feb 2, 2025 | Generalization Bounds | —Unverified | 0 |
| From Low Intrinsic Dimensionality to Non-Vacuous Generalization Bounds in Deep Multi-Task Learning | Jan 31, 2025 | Generalization BoundsMulti-Task Learning | CodeCode Available | 0 |
| Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis | Jan 28, 2025 | Generalization BoundsMultiview Learning | —Unverified | 0 |
