| 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 |
| Optimal Auctions through Deep Learning: Advances in Differentiable Economics | Jun 12, 2017 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations | Jun 9, 2017 | Generalization Bounds | CodeCode Available | 0 |
| Nuclear Discrepancy for Active Learning | Jun 8, 2017 | Active LearningGeneralization Bounds | —Unverified | 0 |
