| A Theory of Output-Side Unsupervised Domain Adaptation | Mar 5, 2017 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Learning Kernels with Random Features | Dec 1, 2016 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Weighted Automata | Oct 25, 2016 | Generalization Bounds | —Unverified | 0 |
| Kernel Ridge Regression via Partitioning | Aug 5, 2016 | ClusteringGeneralization Bounds | —Unverified | 0 |
| Distribution-dependent concentration inequalities for tighter generalization bounds | Jul 19, 2016 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Multi-task and Lifelong Learning of Kernels | Feb 21, 2016 | General ClassificationGeneralization Bounds | —Unverified | 0 |
| The Structured Weighted Violations Perceptron Algorithm | Feb 9, 2016 | Dependency ParsingGeneralization Bounds | —Unverified | 0 |
| Loss factorization, weakly supervised learning and label noise robustness | Feb 8, 2016 | Generalization BoundsWeakly-supervised Learning | —Unverified | 0 |
| Dimensionality-Dependent Generalization Bounds for k-Dimensional Coding Schemes | Jan 3, 2016 | ClusteringDictionary Learning | —Unverified | 0 |
| Foundations of Coupled Nonlinear Dimensionality Reduction | Sep 29, 2015 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 |
