| Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks | 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 |
| A New Perspective on Machine Learning: How to do Perfect Supervised Learning | Jan 7, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| Random deep neural networks are biased towards simple functions | Dec 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds for Uniformly Stable Algorithms | Dec 24, 2018 | Generalization Bounds | —Unverified | 0 |
| Learning finite-dimensional coding schemes with nonlinear reconstruction maps | Dec 23, 2018 | Generalization BoundsRepresentation Learning | —Unverified | 0 |
