| Aggregation Weighting of Federated Learning via Generalization Bound Estimation | Nov 10, 2023 | Federated LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Adaptive Data Analysis for Growing Data | May 22, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
| A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning | Jun 2, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD | Dec 1, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms | Jun 9, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Foundations of Coupled Nonlinear Dimensionality Reduction | Sep 29, 2015 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization | Jun 21, 2021 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Formal limitations of sample-wise information-theoretic generalization bounds | May 13, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| Cold Posteriors through PAC-Bayes | Jun 22, 2022 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 | 0 |
| Fine-grained Generalization Analysis of Structured Output Prediction | May 31, 2021 | Generalization BoundsPrediction | —Unverified | 0 | 0 |
