| Online and Distributed learning of Gaussian mixture models by Bayesian Moment Matching | Sep 19, 2016 | Clusteringparameter estimation | —Unverified | 0 |
| ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings | Sep 17, 2016 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| STORE: Sparse Tensor Response Regression and Neuroimaging Analysis | Sep 15, 2016 | Computational Efficiencyparameter estimation | —Unverified | 0 |
| Singularity structures and impacts on parameter estimation in finite mixtures of distributions | Sep 9, 2016 | parameter estimation | —Unverified | 0 |
| An Adaptive Parameter Estimation for Guided Filter based Image Deconvolution | Sep 6, 2016 | DeblurringDenoising | —Unverified | 0 |
| A genomic map of the effects of linked selection in Drosophila | Aug 23, 2016 | Diversityparameter estimation | —Unverified | 0 |
| Parameter Learning for Log-supermodular Distributions | Aug 18, 2016 | Combinatorial OptimizationDenoising | —Unverified | 0 |
| Detailed Garment Recovery from a Single-View Image | Aug 3, 2016 | parameter estimationSemantic Parsing | —Unverified | 0 |
| Ensemble-driven support vector clustering: From ensemble learning to automatic parameter estimation | Aug 3, 2016 | ClusteringEnsemble Learning | —Unverified | 0 |
| Clinical Tagging with Joint Probabilistic Models | Aug 2, 2016 | parameter estimation | —Unverified | 0 |
| On Regularization Parameter Estimation under Covariate Shift | Jul 31, 2016 | Domain AdaptationL2 Regularization | CodeCode Available | 0 |
| Simultaneous Estimation of Noise Variance and Number of Peaks in Bayesian Spectral Deconvolution | Jul 26, 2016 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Learning to Sketch Human Facial Portraits using Personal Styles by Case-Based Reasoning | Jul 10, 2016 | parameter estimationRetrieval | —Unverified | 0 |
| Whole-brain substitute CT generation using Markov random field mixture models | Jul 7, 2016 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| Modeling Group Dynamics Using Probabilistic Tensor Decompositions | Jun 24, 2016 | parameter estimation | —Unverified | 0 |
| Semi-Supervised Learning for Neural Machine Translation | Jun 15, 2016 | DecoderMachine Translation | —Unverified | 0 |
| The limitations of model-based experimental design and parameter estimation in sloppy systems | Jun 14, 2016 | Experimental Designparameter estimation | —Unverified | 0 |
| A unified approach to mortality modelling using state-space framework: characterisation, identification, estimation and forecasting | May 31, 2016 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Singular ridge regression with homoscedastic residuals: generalization error with estimated parameters | May 29, 2016 | parameter estimationregression | —Unverified | 0 |
| Phase transition on the convergence rate of parameter estimation under an Ornstein-Uhlenbeck diffusion on a tree | May 25, 2016 | parameter estimation | —Unverified | 0 |
| Online Algorithms For Parameter Mean And Variance Estimation In Dynamic Regression Models | May 18, 2016 | parameter estimationregression | —Unverified | 0 |
| A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT | May 12, 2016 | CT ReconstructionDenoising | —Unverified | 0 |
| An Efficient and Flexible Spike Train Model via Empirical Bayes | May 10, 2016 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Nonconvex Sparse Learning via Stochastic Optimization with Progressive Variance Reduction | May 9, 2016 | parameter estimationSparse Learning | —Unverified | 0 |
| Robust and Sparse Regression via γ-divergence | Apr 22, 2016 | parameter estimationregression | —Unverified | 0 |