| Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning | Dec 1, 2012 | compressed sensingparameter estimation | —Unverified | 0 |
| APPLE: Approximate Path for Penalized Likelihood Estimators | Nov 2, 2012 | parameter estimationVariable Selection | —Unverified | 0 |
| Tensor decompositions for learning latent variable models | Oct 29, 2012 | parameter estimation | —Unverified | 0 |
| A Method of Moments for Mixture Models and Hidden Markov Models | Mar 3, 2012 | parameter estimation | CodeCode Available | 0 |
| Neural Reconstruction with Approximate Message Passing (NeuRAMP) | Dec 1, 2011 | compressed sensingparameter estimation | —Unverified | 0 |
| Factorization Machines | Jan 20, 2011 | parameter estimationRecommendation Systems | CodeCode Available | 0 |
| Semi-Supervised Learning with Adversarially Missing Label Information | Dec 1, 2010 | Generalization Boundsparameter estimation | —Unverified | 0 |
| Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains | Dec 1, 2010 | Decision Makingparameter estimation | —Unverified | 0 |
| Predictive Subspace Learning for Multi-view Data: a Large Margin Approach | Dec 1, 2010 | General Classificationimage-classification | —Unverified | 0 |
| The Maximal Causes of Natural Scenes are Edge Filters | Dec 1, 2010 | parameter estimation | —Unverified | 0 |
