| Guaranteed Classification via Regularized Similarity Learning | Jun 13, 2013 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation | Jun 6, 2013 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Boosting with the Logistic Loss is Consistent | May 13, 2013 | Generalization Bounds | —Unverified | 0 |
| On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions | May 11, 2013 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Generalization Bounds for Domain Adaptation | Apr 4, 2013 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Graph-based Generalization Bounds for Learning Binary Relations | Feb 21, 2013 | Entity ResolutionGeneralization Bounds | —Unverified | 0 |
| Adaptive Metric Dimensionality Reduction | Feb 12, 2013 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 |
| Passive Learning with Target Risk | Feb 8, 2013 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Confusion-Based Online Learning and a Passive-Aggressive Scheme | Dec 1, 2012 | Generalization Bounds | —Unverified | 0 |
| Learning Multiple Tasks using Shared Hypotheses | Dec 1, 2012 | Generalization Bounds | —Unverified | 0 |
