| Robustness and Generalization for Metric Learning | Sep 5, 2012 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Algorithms for Learning Kernels Based on Centered Alignment | Mar 2, 2012 | General ClassificationGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss | Dec 1, 2011 | Generalization Bounds | —Unverified | 0 |
| Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels | Dec 1, 2011 | Generalization BoundsSparse Learning | —Unverified | 0 |
| The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers | Dec 1, 2011 | Generalization BoundsModel Selection | —Unverified | 0 |
| Maximum Margin Multi-Label Structured Prediction | Dec 1, 2011 | Generalization BoundsGraph Matching | —Unverified | 0 |
| On Combining Machine Learning with Decision Making | Apr 27, 2011 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Survey & Experiment: Towards the Learning Accuracy | Dec 18, 2010 | Binary ClassificationGeneralization Bounds | —Unverified | 0 |
| Semi-Supervised Learning with Adversarially Missing Label Information | Dec 1, 2010 | Generalization Boundsparameter estimation | —Unverified | 0 |
| Co-regularization Based Semi-supervised Domain Adaptation | Dec 1, 2010 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
