| Predictive Subspace Learning for Multi-view Data: a Large Margin Approach | Dec 1, 2010 | General Classificationimage-classification | —Unverified | 0 |
| Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains | Dec 1, 2010 | Decision Makingparameter estimation | —Unverified | 0 |
| An Introduction to Conditional Random Fields | Nov 17, 2010 | General Classificationparameter estimation | —Unverified | 0 |
| Supervised Topic Models | Mar 3, 2010 | parameter estimationregression | CodeCode Available | 0 |
| An Unsupervised Algorithm For Learning Lie Group Transformations | Jan 7, 2010 | parameter estimationTranslation | —Unverified | 0 |
| Factorization Machines | Jan 1, 2010 | parameter estimationRecommendation Systems | —Unverified | 0 |
| Maximum likelihood trajectories for continuous-time Markov chains | Dec 1, 2009 | parameter estimation | —Unverified | 0 |
| Efficient Exact Inference in Planar Ising Models | Dec 1, 2008 | Boundary Detectionparameter estimation | —Unverified | 0 |
| Discriminative K-means for Clustering | Dec 1, 2007 | Clusteringparameter estimation | —Unverified | 0 |
| Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition | Dec 1, 2007 | Activity Recognitionfeature selection | —Unverified | 0 |
