| Contrastive Pessimistic Likelihood Estimation for Semi-Supervised Classification | Mar 1, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Parameter estimation in softmax decision-making models with linear objective functions | Feb 16, 2015 | Decision Makingparameter estimation | —Unverified | 0 |
| Probabilistic Models for High-Order Projective Dependency Parsing | Feb 14, 2015 | Dependency Parsingparameter estimation | —Unverified | 0 |
| Newton-based maximum likelihood estimation in nonlinear state space models | Feb 12, 2015 | parameter estimationState Space Models | CodeCode Available | 0 |
| Tensor Factorization via Matrix Factorization | Jan 29, 2015 | parameter estimation | CodeCode Available | 0 |
| Identifiability and optimal rates of convergence for parameters of multiple types in finite mixtures | Jan 11, 2015 | parameter estimation | —Unverified | 0 |
| High Dimensional Expectation-Maximization Algorithm: Statistical Optimization and Asymptotic Normality | Dec 30, 2014 | parameter estimationVocal Bursts Intensity Prediction | —Unverified | 0 |
| A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression | Dec 30, 2014 | parameter estimationquantile regression | —Unverified | 0 |
| On Semiparametric Exponential Family Graphical Models | Dec 30, 2014 | parameter estimationTwo-sample testing | —Unverified | 0 |
| Pathwise Coordinate Optimization for Sparse Learning: Algorithm and Theory | Dec 23, 2014 | parameter estimationSparse Learning | —Unverified | 0 |
