| Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities | Dec 1, 2018 | Generalization BoundsVocal Bursts Intensity Prediction | —Unverified | 0 |
| Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds | Dec 1, 2018 | Generalization Boundsregression | —Unverified | 0 |
| Adversarial Multiple Source Domain Adaptation | Dec 1, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| The Structure of Optimal Private Tests for Simple Hypotheses | Nov 27, 2018 | Change Point DetectionGeneralization Bounds | —Unverified | 0 |
| Sorting out Lipschitz function approximation | Nov 13, 2018 | Adversarial RobustnessGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds for Vicinal Risk Minimization Principle | Nov 11, 2018 | Generalization Bounds | —Unverified | 0 |
| 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 |
| On PAC-Bayesian Bounds for Random Forests | Oct 23, 2018 | Generalization Bounds | CodeCode Available | 1 |
| Rethinking Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics | Oct 8, 2018 | Generalization Bounds | CodeCode Available | 0 |
