| Convergence of Gradient EM on Multi-component Mixture of Gaussians | Dec 1, 2017 | Learning Theory | —Unverified | 0 |
| Experimental learning of quantum states | Nov 30, 2017 | Learning Theory | —Unverified | 0 |
| Providing theoretical learning guarantees to Deep Learning Networks | Nov 28, 2017 | Deep LearningLearning Theory | —Unverified | 0 |
| On Communication Complexity of Classification Problems | Nov 16, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| FADO: A Deterministic Detection/Learning Algorithm | Nov 7, 2017 | Fault DetectionLearning Theory | —Unverified | 0 |
| Sparsity, variance and curvature in multi-armed bandits | Nov 3, 2017 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Algorithmic learning of probability distributions from random data in the limit | Oct 31, 2017 | Learning Theory | —Unverified | 0 |
| Regularization approaches for support vector machines with applications to biomedical data | Oct 29, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory | Oct 22, 2017 | 2kcompressed sensing | —Unverified | 0 |
| A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity | Oct 21, 2017 | Learning Theory | —Unverified | 0 |
