| On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach | May 21, 2014 | parameter estimation | CodeCode Available | 0 |
| On Communication Cost of Distributed Statistical Estimation and Dimensionality | May 7, 2014 | parameter estimation | —Unverified | 0 |
| Optimality guarantees for distributed statistical estimation | May 5, 2014 | parameter estimation | —Unverified | 0 |
| Implementing spectral methods for hidden Markov models with real-valued emissions | Apr 29, 2014 | parameter estimationTime Series | CodeCode Available | 0 |
| Asymmetric Clusters and Outliers: Mixtures of Multivariate Contaminated Shifted Asymmetric Laplace Distributions | Feb 26, 2014 | parameter estimation | —Unverified | 0 |
| Parameter estimation based on interval-valued belief structures | Feb 15, 2014 | parameter estimation | —Unverified | 0 |
| Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data | Feb 11, 2014 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A Generalized Probabilistic Framework for Compact Codebook Creation | Jan 30, 2014 | parameter estimation | —Unverified | 0 |
| Nonparametric Latent Tree Graphical Models: Inference, Estimation, and Structure Learning | Jan 16, 2014 | parameter estimation | —Unverified | 0 |
| Model-based clustering with Hidden Markov Model regression for time series with regime changes | Dec 25, 2013 | Clusteringmodel | —Unverified | 0 |
