| The Proximal Robbins-Monro Method | Oct 4, 2015 | parameter estimationStochastic Optimization | —Unverified | 0 |
| Robust Parameter Estimation for Biological Systems: A Study on the Dynamics of Microbial Communities | Sep 23, 2015 | parameter estimation | —Unverified | 0 |
| Stochastic gradient descent methods for estimation with large data sets | Sep 22, 2015 | parameter estimation | CodeCode Available | 0 |
| A sequential approach to calibrate ecosystem models with multiple time series data | Sep 21, 2015 | Decision MakingManagement | —Unverified | 0 |
| Diffusion-KLMS Algorithm and its Performance Analysis for Non-Linear Distributed Networks | Sep 4, 2015 | parameter estimation | —Unverified | 0 |
| Machine Learning Model of the Swift/BAT Trigger Algorithm for Long GRB Population Studies | Sep 3, 2015 | BIG-bench Machine Learningparameter estimation | CodeCode Available | 0 |
| Modeling, Simulating, and Parameter Fitting of Biochemical Kinetic Experiments | Aug 21, 2015 | parameter estimation | —Unverified | 0 |
| A Dictionary Learning Approach for Factorial Gaussian Models | Aug 18, 2015 | Dictionary Learningparameter estimation | —Unverified | 0 |
| End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture | Aug 14, 2015 | General Classificationparameter estimation | CodeCode Available | 1 |
| Uncertainty analysis and composite hypothesis under the likelihood paradigm | Aug 13, 2015 | parameter estimation | —Unverified | 0 |
| Are Slepian-Wolf Rates Necessary for Distributed Parameter Estimation? | Aug 11, 2015 | parameter estimation | —Unverified | 0 |
| Training Conditional Random Fields with Natural Gradient Descent | Aug 10, 2015 | parameter estimation | —Unverified | 0 |
| Progressive EM for Latent Tree Models and Hierarchical Topic Detection | Aug 5, 2015 | parameter estimation | —Unverified | 0 |
| A MAP approach for _q-norm regularized sparse parameter estimation using the EM algorithm | Aug 5, 2015 | parameter estimation | —Unverified | 0 |
| Mathematical and Statistical Techniques for Systems Medicine: The Wnt Signaling Pathway as a Case Study | Jul 30, 2015 | parameter estimation | —Unverified | 0 |
| Fast Approximate Bayesian Computation for Estimating Parameters in Differential Equations | Jul 17, 2015 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| Genome-wide modelling of transcription kinetics reveals patterns of RNA production delays | Jul 16, 2015 | parameter estimation | —Unverified | 0 |
| Joint estimation of quantile planes over arbitrary predictor spaces | Jul 11, 2015 | Econometricsparameter estimation | —Unverified | 0 |
| SAR Imaging of Moving Target based on Knowledge-aided Two-dimensional Autofocus | Jul 8, 2015 | Computational Efficiencyparameter estimation | —Unverified | 0 |
| D-MFVI: Distributed Mean Field Variational Inference using Bregman ADMM | Jul 3, 2015 | parameter estimationVariational Inference | —Unverified | 0 |
| A note on patch-based low-rank minimization for fast image denoising | Jun 28, 2015 | DenoisingImage Denoising | —Unverified | 0 |
| Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification | Jun 25, 2015 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
| Manifold Optimization for Gaussian Mixture Models | Jun 25, 2015 | Density Estimationparameter estimation | —Unverified | 0 |
| Bayesian Dark Knowledge | Jun 14, 2015 | Active Learningparameter estimation | CodeCode Available | 0 |
| Convolutional Dictionary Learning through Tensor Factorization | Jun 10, 2015 | Dictionary Learningparameter estimation | —Unverified | 0 |
