| Learning-Based Low-Rank Approximations | Oct 30, 2019 | Generalization Bounds | —Unverified | 0 |
| On Generalization Bounds of a Family of Recurrent Neural Networks | Oct 28, 2019 | Generalization BoundsPAC learning | —Unverified | 0 |
| Diametrical Risk Minimization: Theory and Computations | Oct 24, 2019 | Generalization Bounds | CodeCode Available | 0 |
| Global Capacity Measures for Deep ReLU Networks via Path Sampling | Oct 22, 2019 | Generalization BoundsMulti-class Classification | —Unverified | 0 |
| Sharper bounds for uniformly stable algorithms | Oct 17, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
| 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 |
