| Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent PAC-Bayes priors via differential privacy | Jan 1, 2018 | Generalization Boundsvalid | —Unverified | 0 | 0 |
| Introduction to Machine Learning | Sep 4, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
| Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp | Oct 8, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Kernel Ridge Regression via Partitioning | Aug 5, 2016 | ClusteringGeneralization Bounds | —Unverified | 0 | 0 |
| Boosting the Confidence of Generalization for L_2-Stable Randomized Learning Algorithms | Jun 8, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| Large Language Models as Markov Chains | Oct 3, 2024 | Generalization BoundsIn-Context Learning | —Unverified | 0 | 0 |
| A New Family of Generalization Bounds Using Samplewise Evaluated CMI | Oct 12, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| Theoretical and Empirical Advances in Forest Pruning | Jan 10, 2024 | Generalization Boundsregression | —Unverified | 0 | 0 |
| Entropy-SGD optimizes the prior of a PAC-Bayes bound: Generalization properties of Entropy-SGD and data-dependent priors | Dec 26, 2017 | Generalization Boundsvalid | —Unverified | 0 | 0 |
| Improving Equivariant Networks with Probabilistic Symmetry Breaking | Mar 27, 2025 | Generalization BoundsInductive Bias | —Unverified | 0 | 0 |
