| Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures | Feb 19, 2024 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Transductive Learning Is Compact | Feb 15, 2024 | Learning TheoryPAC learning | —Unverified | 0 |
| Stochastic Gradient Flow Dynamics of Test Risk and its Exact Solution for Weak Features | Feb 12, 2024 | Learning Theory | CodeCode Available | 0 |
| The Complexity of Sequential Prediction in Dynamical Systems | Feb 9, 2024 | Learning TheoryPrediction | —Unverified | 0 |
| Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss | Feb 8, 2024 | Learning Theory | —Unverified | 0 |
| Estimating the Local Learning Coefficient at Scale | Feb 6, 2024 | Learning Theory | CodeCode Available | 0 |
| A call for embodied AI | Feb 6, 2024 | Learning TheoryPhilosophy | —Unverified | 0 |
| Understanding What Affects the Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence | Feb 5, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning to Understand: Identifying Interactions via the Möbius Transform | Feb 4, 2024 | Learning Theory | —Unverified | 0 |
| Credal Learning Theory | Feb 1, 2024 | Domain AdaptationLearning Theory | —Unverified | 0 |
