| 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 |
| Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems | May 23, 2019 | General ClassificationGeneralization Bounds | —Unverified | 0 |
| The role of invariance in spectral complexity-based generalization bounds | May 23, 2019 | Generalization Bounds | —Unverified | 0 |
| Stability and Generalization of Graph Convolutional Neural Networks | May 3, 2019 | Generalization BoundsGraph Learning | —Unverified | 0 |
| On Tighter Generalization Bounds for Deep Neural Networks: CNNs, ResNets, and Beyond | May 1, 2019 | Generalization Bounds | —Unverified | 0 |
| ON BREIMAN’S DILEMMA IN NEURAL NETWORKS: SUCCESS AND FAILURE OF NORMALIZED MARGINS | May 1, 2019 | Generalization Bounds | —Unverified | 0 |
| Deep multi-Wasserstein unsupervised domain adaptation | Apr 30, 2019 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning | Apr 25, 2019 | Generalization BoundsMetric Learning | —Unverified | 0 |
