| On the Robustness of Regularized Pairwise Learning Methods Based on Kernels | Oct 12, 2015 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Algorithmic statistics, prediction and machine learning | Sep 17, 2015 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS | Aug 24, 2015 | Learning Theory | —Unverified | 0 |
| 2 Notes on Classes with Vapnik-Chervonenkis Dimension 1 | Jul 19, 2015 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Kernel Methods for Linear Discrete-Time Equations | Jul 11, 2015 | Learning Theory | —Unverified | 0 |
| Fast rates in statistical and online learning | Jul 9, 2015 | Density EstimationLearning Theory | —Unverified | 0 |
| Scalable Large-Margin Structured Learning: Theory and Algorithms | Jul 1, 2015 | Learning TheoryMachine Translation | —Unverified | 0 |
| What can ecosystems learn? Expanding evolutionary ecology with learning theory | Jun 21, 2015 | Learning TheoryOpen-Ended Question Answering | —Unverified | 0 |
| A Nearly Optimal and Agnostic Algorithm for Properly Learning a Mixture of k Gaussians, for any Constant k | Jun 3, 2015 | Learning Theory | —Unverified | 0 |
| A Theory of Formal Synthesis via Inductive Learning | May 15, 2015 | BIG-bench Machine LearningInductive Learning | —Unverified | 0 |
