| SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data | Oct 27, 2017 | Generalization Bounds | —Unverified | 0 |
| Stability and Generalization of Learning Algorithms that Converge to Global Optima | Oct 23, 2017 | Generalization Bounds | —Unverified | 0 |
| A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent | Sep 19, 2017 | Generalization Bounds | CodeCode Available | 0 |
| Model-Powered Conditional Independence Test | Sep 18, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A Nonlinear Kernel Support Matrix Machine for Matrix Learning | Jul 20, 2017 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints | Jul 19, 2017 | Generalization BoundsLearning Theory | —Unverified | 0 |
| PAC-Bayes and Domain Adaptation | Jul 17, 2017 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Data-dependent Generalization Bounds for Multi-class Classification | Jun 29, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| An a Priori Exponential Tail Bound for k-Folds Cross-Validation | Jun 19, 2017 | Generalization Boundsvalid | —Unverified | 0 |
