| Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss | Dec 1, 2011 | Generalization Bounds | —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 |
| Two-Layer Generalization Analysis for Ranking Using Rademacher Average | Dec 1, 2010 | Generalization BoundsInformation Retrieval | —Unverified | 0 |
| Semi-Supervised Learning with Adversarially Missing Label Information | Dec 1, 2010 | Generalization Boundsparameter estimation | —Unverified | 0 |
| Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework | Dec 1, 2010 | Generalization Bounds | —Unverified | 0 |
| Co-regularization Based Semi-supervised Domain Adaptation | Dec 1, 2010 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Human Rademacher Complexity | Dec 1, 2009 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Domain Adaptation: Learning Bounds and Algorithms | Feb 19, 2009 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Rademacher Complexity Bounds for Non-I.I.D. Processes | Dec 1, 2008 | Generalization Bounds | —Unverified | 0 |
| Stability Bounds for Non-i.i.d. Processes | Dec 1, 2007 | Generalization BoundsLearning Theory | —Unverified | 0 |
