| Provable Guarantees for Gradient-Based Meta-Learning | Feb 27, 2019 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning | Feb 27, 2019 | Generalization BoundsModel Selection | —Unverified | 0 |
| Uniform convergence may be unable to explain generalization in deep learning | Feb 13, 2019 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks | Feb 4, 2019 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds For Unsupervised and Semi-Supervised Learning With Autoencoders | Feb 4, 2019 | Generalization Bounds | —Unverified | 0 |
| Can SGD Learn Recurrent Neural Networks with Provable Generalization? | Feb 4, 2019 | Generalization BoundsPAC learning | —Unverified | 0 |
| Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds | Feb 3, 2019 | Generalization Bounds | —Unverified | 0 |
| On Generalization Error Bounds of Noisy Gradient Methods for Non-Convex Learning | Feb 2, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Supervised classification via minimax probabilistic transformations | Feb 2, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Natural Analysts in Adaptive Data Analysis | Jan 30, 2019 | Generalization Bounds | —Unverified | 0 |
