| Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces | Oct 15, 2019 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Neural Networks via Approximate Description Length | Oct 13, 2019 | Generalization Bounds | —Unverified | 0 |
| Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin | Oct 9, 2019 | AllGeneral Classification | CodeCode Available | 0 |
| Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks | Oct 7, 2019 | Generalization Bounds | —Unverified | 0 |
| Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics | Oct 5, 2019 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| A Rademacher Complexity Based Method fo rControlling Power and Confidence Level in Adaptive Statistical Analysis | Oct 4, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Convolutional Neural Networks | Oct 3, 2019 | Generalization Boundsimage-classification | —Unverified | 0 |
| Partial differential equation regularization for supervised machine learning | Oct 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Margin-Based Generalization Lower Bounds for Boosted Classifiers | Sep 27, 2019 | Generalization Bounds | —Unverified | 0 |
| Wide Neural Networks are Interpolating Kernel Methods: Impact of Initialization on Generalization | Sep 25, 2019 | Generalization Bounds | —Unverified | 0 |
