| Distributed Parameter Estimation in Probabilistic Graphical Models | Jun 11, 2014 | parameter estimation | —Unverified | 0 |
| Learning Latent Variable Gaussian Graphical Models | Jun 10, 2014 | parameter estimationRecommendation Systems | —Unverified | 0 |
| Predicting Failures of Vision Systems | Jun 1, 2014 | Attributeparameter estimation | —Unverified | 0 |
| Newton Greedy Pursuit: A Quadratic Approximation Method for Sparsity-Constrained Optimization | Jun 1, 2014 | parameter estimation | —Unverified | 0 |
| Seeking multi-thresholds for image segmentation with Learning Automata | May 28, 2014 | Image Segmentationparameter estimation | —Unverified | 0 |
| 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 |
| Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs | Dec 16, 2013 | parameter estimation | —Unverified | 0 |
| Families of Parsimonious Finite Mixtures of Regression Models | Dec 2, 2013 | parameter estimationregression | —Unverified | 0 |
| Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models | Dec 1, 2013 | Diabetes Predictionparameter estimation | —Unverified | 0 |
| Relevance Topic Model for Unstructured Social Group Activity Recognition | Dec 1, 2013 | Activity RecognitionAttribute | —Unverified | 0 |
| Sparse Inverse Covariance Estimation with Calibration | Dec 1, 2013 | Model Selectionparameter estimation | —Unverified | 0 |
| EDML for Learning Parameters in Directed and Undirected Graphical Models | Dec 1, 2013 | parameter estimation | —Unverified | 0 |
| Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization | Nov 22, 2013 | Compressive Sensingparameter estimation | —Unverified | 0 |
| Parsimonious Shifted Asymmetric Laplace Mixtures | Nov 1, 2013 | ClusteringGeneral Classification | —Unverified | 0 |
| Joint Estimation of Multiple Graphical Models from High Dimensional Time Series | Nov 1, 2013 | parameter estimationTime Series | —Unverified | 0 |
| Deep AutoRegressive Networks | Oct 31, 2013 | Atari Gamesparameter estimation | —Unverified | 0 |