| Perceptron-like Algorithms and Generalization Bounds for Learning to Rank | May 3, 2014 | Generalization BoundsLearning-To-Rank | —Unverified | 0 |
| Maximum Margin Multiclass Nearest Neighbors | Jan 30, 2014 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Representative Domain Adaptation | Jan 2, 2014 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Sample Complexity of Dictionary Learning and other Matrix Factorizations | Dec 13, 2013 | ClusteringDictionary Learning | —Unverified | 0 |
| Multi-Task Classification Hypothesis Space with Improved Generalization Bounds | Dec 9, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Multiple Models via Regularized Weighting | Dec 1, 2013 | ClusteringGeneralization Bounds | —Unverified | 0 |
| Relative Deviation Learning Bounds and Generalization with Unbounded Loss Functions | Oct 22, 2013 | Generalization Boundsregression | —Unverified | 0 |
| Bennett-type Generalization Bounds: Large-deviation Case and Faster Rate of Convergence | Sep 26, 2013 | Generalization Bounds | —Unverified | 0 |
| Supervised Metric Learning with Generalization Guarantees | Jul 17, 2013 | Generalization BoundsMetric Learning | —Unverified | 0 |
| A PAC-Bayesian Tutorial with A Dropout Bound | Jul 8, 2013 | Generalization Bounds | —Unverified | 0 |
