| Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting | May 21, 2021 | Generalization Boundsregression | —Unverified | 0 |
| Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of SGLD | May 21, 2021 | Generalization Bounds | —Unverified | 0 |
| Identifying and Estimating Causal Effects under Weak Overlap by Generative Prognostic Model | May 21, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Stability and Generalization of Stochastic Gradient Methods for Minimax Problems | May 8, 2021 | Generalization Bounds | CodeCode Available | 0 |
| Information Complexity and Generalization Bounds | May 4, 2021 | Generalization Bounds | —Unverified | 0 |
| RATT: Leveraging Unlabeled Data to Guarantee Generalization | May 1, 2021 | Generalization BoundsHoldout Set | CodeCode Available | 0 |
| Fine-grained Generalization Analysis of Vector-valued Learning | Apr 29, 2021 | Extreme Multi-Label ClassificationGeneral Classification | —Unverified | 0 |
| Generalization Guarantees for Neural Architecture Search with Train-Validation Split | Apr 29, 2021 | Bilevel OptimizationGeneralization Bounds | —Unverified | 0 |
| Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound | Apr 28, 2021 | DiversityGeneralization Bounds | CodeCode Available | 0 |
| Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings | Apr 18, 2021 | Generalization BoundsLearning Word Embeddings | —Unverified | 0 |
