| Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses | Jul 3, 2019 | Generalization Boundsregression | CodeCode Available | 0 |
| Learning from weakly dependent data under Dobrushin's condition | Jun 21, 2019 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Robust Regression for Safe Exploration in Control | Jun 13, 2019 | Generalization Boundsregression | —Unverified | 0 |
| Decoupling Gating from Linearity | Jun 12, 2019 | Generalization BoundsMemorization | —Unverified | 0 |
| Stable Rank Normalization for Improved Generalization in Neural Networks and GANs | Jun 11, 2019 | Generalization BoundsImage Generation | —Unverified | 0 |
| Maximum Weighted Loss Discrepancy | Jun 8, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 |
| Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience | May 30, 2019 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks | May 30, 2019 | Generalization Bounds | —Unverified | 0 |
| Generalization bounds for deep convolutional neural networks | May 29, 2019 | Generalization Bounds | —Unverified | 0 |
| An adaptive nearest neighbor rule for classification | May 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
