| Explaining generalization in deep learning: progress and fundamental limits | Oct 17, 2021 | Deep LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Can SGD Learn Recurrent Neural Networks with Provable Generalization? | Feb 4, 2019 | Generalization BoundsPAC learning | —Unverified | 0 | 0 |
| Explainable Neural Networks with Guarantees: A Sparse Estimation Approach | Jan 2, 2025 | Generalization Bounds | —Unverified | 0 | 0 |
| An Exponential Efron-Stein Inequality for Lq Stable Learning Rules | Mar 12, 2019 | Generalization Bounds | —Unverified | 0 | 0 |
| Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness | Oct 12, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Boosting with the Logistic Loss is Consistent | May 13, 2013 | Generalization Bounds | —Unverified | 0 | 0 |
| Estimating Lipschitz constants of monotone deep equilibrium models | Jan 1, 2021 | Generalization Bounds | —Unverified | 0 | 0 |
| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A New Perspective on Machine Learning: How to do Perfect Supervised Learning | Jan 7, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| A Generalization Bound for Online Variational Inference | Apr 8, 2019 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 | 0 |
