| Generalization Bounds for Data-Driven Numerical Linear Algebra | Jun 16, 2022 | Generalization BoundsPAC learning | —Unverified | 0 |
| Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence | Jun 16, 2022 | Generalization BoundsMemorization | —Unverified | 0 |
| Memory Classifiers: Two-stage Classification for Robustness in Machine Learning | Jun 10, 2022 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| What is a Good Metric to Study Generalization of Minimax Learners? | Jun 9, 2022 | Generalization Bounds | —Unverified | 0 |
| Learning Non-Vacuous Generalization Bounds from Optimization | Jun 9, 2022 | Generalization Boundsvalid | CodeCode Available | 0 |
| Boosting the Confidence of Generalization for L_2-Stable Randomized Learning Algorithms | Jun 8, 2022 | Generalization Bounds | —Unverified | 0 |
| 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 |
