| PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes | Jun 17, 2021 | Generalization Bounds | —Unverified | 0 | 0 |
| Partial differential equation regularization for supervised machine learning | Oct 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| Light Unbalanced Optimal Transport | Mar 14, 2023 | CPUGeneralization Bounds | —Unverified | 0 | 0 |
| Passive Learning with Target Risk | Feb 8, 2013 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations | May 23, 2024 | Generalization BoundsNetwork Pruning | —Unverified | 0 | 0 |
| Perceptron-like Algorithms and Generalization Bounds for Learning to Rank | May 3, 2014 | Generalization BoundsLearning-To-Rank | —Unverified | 0 | 0 |
| Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach | Jan 16, 2024 | Federated LearningGeneralization Bounds | —Unverified | 0 | 0 |
| PLUME: Polyhedral Learning Using Mixture of Experts | Apr 22, 2019 | Generalization BoundsMixture-of-Experts | —Unverified | 0 | 0 |
| Practicality of generalization guarantees for unsupervised domain adaptation with neural networks | Mar 15, 2023 | Domain AdaptationGeneralization Bounds | —Unverified | 0 | 0 |
| Predictive Value Generalization Bounds | Jul 9, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 | 0 |
