| Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds | Jun 24, 2020 | Generalization Bounds | —Unverified | 0 |
| A Limitation of the PAC-Bayes Framework | Jun 24, 2020 | Generalization Bounds | —Unverified | 0 |
| PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons | Jun 16, 2020 | Generalization BoundsVariational Inference | —Unverified | 0 |
| Hausdorff Dimension, Heavy Tails, and Generalization in Neural Networks | Jun 16, 2020 | Generalization Bounds | CodeCode Available | 0 |
| Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient Descent | Jun 15, 2020 | Generalization Bounds | —Unverified | 0 |
| Learnability with Indirect Supervision Signals | Jun 15, 2020 | Generalization BoundsMulti-class Classification | —Unverified | 0 |
| Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses | Jun 12, 2020 | Generalization Bounds | —Unverified | 0 |
| Tangent Space Sensitivity and Distribution of Linear Regions in ReLU Networks | Jun 11, 2020 | ArticlesGeneralization Bounds | —Unverified | 0 |
| 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 |
