| Dimension Independent Generalization of DP-SGD for Overparameterized Smooth Convex Optimization | Jun 3, 2022 | Generalization Bounds | —Unverified | 0 |
| Optimal Weak to Strong Learning | Jun 3, 2022 | Generalization Bounds | —Unverified | 0 |
| A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning | Jun 2, 2022 | Generalization Bounds | —Unverified | 0 |
| VC Theoretical Explanation of Double Descent | May 31, 2022 | Generalization Bounds | —Unverified | 0 |
| Generalization bounds and algorithms for estimating conditional average treatment effect of dosage | May 29, 2022 | counterfactualEpidemiology | —Unverified | 0 |
| Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization | May 28, 2022 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Gradient Methods via Discrete and Continuous Prior | May 27, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Learning Distributions by Generative Adversarial Networks: Approximation and Generalization | May 25, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Uniform Generalization Bound on Time and Inverse Temperature for Gradient Descent Algorithm and its Application to Analysis of Simulated Annealing | May 25, 2022 | Generalization Bounds | —Unverified | 0 |
| SepIt: Approaching a Single Channel Speech Separation Bound | May 24, 2022 | Audio Source SeparationGeneralization Bounds | —Unverified | 0 |
