| Maximum Weighted Loss Discrepancy | Jun 8, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks | May 30, 2019 | Generalization Bounds | —Unverified | 0 |
| Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience | 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 |
| Generalization Bounds in the Predict-then-Optimize Framework | May 27, 2019 | Generalization Bounds | —Unverified | 0 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 |
| Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks | May 24, 2019 | Generalization Bounds | CodeCode Available | 0 |
| The role of invariance in spectral complexity-based generalization bounds | May 23, 2019 | Generalization Bounds | —Unverified | 0 |
| Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems | May 23, 2019 | General ClassificationGeneralization Bounds | —Unverified | 0 |
