| High Probability Generalization Bounds for Minimax Problems with Fast Rates | Sep 29, 2021 | Distributed ComputingGeneralization Bounds | —Unverified | 0 |
| How much data is sufficient to learn high-performing algorithms? Generalization guarantees for data-driven algorithm design | Aug 8, 2019 | ClusteringGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds in the Presence of Outliers: a Median-of-Means Study | Jun 9, 2020 | Generalization BoundsMetric Learning | —Unverified | 0 |
| How To Prevent the Poor Performance Clients for Personalized Federated Learning? | Jan 1, 2023 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View | Dec 21, 2017 | Generalization Bounds | —Unverified | 0 |
| Huber Additive Models for Non-stationary Time Series Analysis | Sep 29, 2021 | Additive modelsCausal Discovery | —Unverified | 0 |
| Human Rademacher Complexity | Dec 1, 2009 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability | May 31, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Improved Generalization Bound for Deep Neural Networks Using Geometric Functional Analysis | Sep 29, 2021 | Generalization Bounds | —Unverified | 0 |
