| Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior | Oct 30, 2018 | Generalization Bounds | CodeCode Available | 0 |
| Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds | Oct 29, 2018 | Gaussian ProcessesGeneralization Bounds | CodeCode Available | 0 |
| Rethinking Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics | Oct 8, 2018 | Generalization Bounds | CodeCode Available | 0 |
| Improved Generalization Bounds for Adversarially Robust Learning | Oct 4, 2018 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Rademacher Generalization Bounds for Classifier Chains | Jul 26, 2018 | Generalization Bounds | —Unverified | 0 |
| A Surprising Linear Relationship Predicts Test Performance in Deep Networks | Jul 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 |
| Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds | Jul 20, 2018 | Generalization BoundsMetric Learning | CodeCode Available | 0 |
| Multi-distance Support Matrix Machines | Jul 2, 2018 | Generalization Bounds | —Unverified | 0 |
| The Generalization Error of Dictionary Learning with Moreau Envelopes | Jul 1, 2018 | Dictionary LearningGeneralization Bounds | —Unverified | 0 |
| Dropout Training, Data-dependent Regularization, and Generalization Bounds | Jul 1, 2018 | Generalization Bounds | —Unverified | 0 |
