| Recovery and Generalization in Over-Realized Dictionary Learning | Jun 11, 2020 | Dictionary LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds in the Presence of Outliers: a Median-of-Means Study | Jun 9, 2020 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Near-Tight Margin-Based Generalization Bounds for Support Vector Machines | Jun 3, 2020 | Binary ClassificationGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds via Information Density and Conditional Information Density | May 16, 2020 | Generalization Bounds | —Unverified | 0 |
| Stopping criterion for active learning based on deterministic generalization bounds | May 15, 2020 | Active LearningGeneralization Bounds | —Unverified | 0 |
| Information-Theoretic Generalization Bounds for Meta-Learning and Applications | May 9, 2020 | Generalization BoundsInductive Bias | —Unverified | 0 |
| Understanding Generalization in Recurrent Neural Networks | May 1, 2020 | Generalization BoundsLEMMA | —Unverified | 0 |
| Improved Sample Complexities for Deep Neural Networks and Robust Classification via an All-Layer Margin | May 1, 2020 | AllGeneralization Bounds | —Unverified | 0 |
| Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms | Apr 27, 2020 | Generalization Bounds | —Unverified | 0 |
| Detached Error Feedback for Distributed SGD with Random Sparsification | Apr 11, 2020 | Generalization BoundsImage Classification | —Unverified | 0 |
