| A U-statistic estimator for the variance of resampling-based error estimators | Oct 30, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| On the Bayes-optimality of F-measure maximizers | Oct 17, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens | Sep 26, 2013 | Active LearningBinary Classification | —Unverified | 0 |
| Stochastic Optimization for Machine Learning | Aug 15, 2013 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Multiclass learnability and the ERM principle | Aug 13, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| When is the majority-vote classifier beneficial? | Jul 24, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM | Jul 1, 2013 | Binary ClassificationModel Selection | —Unverified | 0 |
| Supersparse Linear Integer Models for Predictive Scoring Systems | Jun 25, 2013 | Binary ClassificationClassification | —Unverified | 0 |
| Auditing: Active Learning with Outcome-Dependent Query Costs | Jun 10, 2013 | Active LearningBinary Classification | —Unverified | 0 |
| Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem | Jun 1, 2013 | Binary ClassificationClassification | —Unverified | 0 |
