| Reconsidering Learning Objectives in Unbiased Recommendation with Unobserved Confounders | Jun 7, 2022 | Generalization BoundsKnowledge Distillation | —Unverified | 0 |
| Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances | Jun 7, 2022 | Generalization Bounds | CodeCode Available | 0 |
| Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning | Jun 6, 2022 | Federated LearningGeneralization Bounds | CodeCode Available | 0 |
| Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees | Jun 6, 2022 | Generalization Boundsimage-classification | CodeCode Available | 0 |
| 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 |
