| Stability and Generalization of Graph Convolutional Neural Networks | May 3, 2019 | Generalization BoundsGraph Learning | —Unverified | 0 |
| ON BREIMAN’S DILEMMA IN NEURAL NETWORKS: SUCCESS AND FAILURE OF NORMALIZED MARGINS | May 1, 2019 | Generalization Bounds | —Unverified | 0 |
| On Tighter Generalization Bounds for Deep Neural Networks: CNNs, ResNets, and Beyond | 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 |
| PLUME: Polyhedral Learning Using Mixture of Experts | Apr 22, 2019 | Generalization BoundsMixture-of-Experts | —Unverified | 0 |
| A Generalization Bound for Online Variational Inference | Apr 8, 2019 | Bayesian InferenceGeneralization Bounds | —Unverified | 0 |
| An Exponential Efron-Stein Inequality for Lq Stable Learning Rules | Mar 12, 2019 | Generalization Bounds | —Unverified | 0 |
| Support and Invertibility in Domain-Invariant Representations | Mar 8, 2019 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| High probability generalization bounds for uniformly stable algorithms with nearly optimal rate | Feb 27, 2019 | Generalization BoundsVocal Bursts Intensity Prediction | —Unverified | 0 |
