| Instantaneous Modelling and Reverse Engineering of DataConsistent Prime Models in Seconds! | Nov 11, 2015 | parameter estimationTime Series | —Unverified | 0 |
| Partial Membership Latent Dirichlet Allocation | Nov 9, 2015 | parameter estimationSand | CodeCode Available | 0 |
| Consistent Parameter Estimation for LASSO and Approximate Message Passing | Nov 3, 2015 | parameter estimation | —Unverified | 0 |
| Wavelet-Based Compression and Peak Detection Method for the Experimentally Estimation of Microtubules Dynamic Instability Parameters Identified in Three States | Oct 25, 2015 | parameter estimation | —Unverified | 0 |
| Quantification in-the-wild: data-sets and baselines | Oct 16, 2015 | parameter estimationTime Series | —Unverified | 0 |
| 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 |
| 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 |
| A MAP approach for _q-norm regularized sparse parameter estimation using the EM algorithm | Aug 5, 2015 | parameter estimation | —Unverified | 0 |
| Progressive EM for Latent Tree Models and Hierarchical Topic Detection | 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 |
| Manifold Optimization for Gaussian Mixture Models | Jun 25, 2015 | Density Estimationparameter estimation | —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 |
| 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 |
| Multi-View Factorization Machines | Jun 3, 2015 | parameter estimation | CodeCode Available | 0 |
| Bayesian Inference for Neighborhood Filters With Application in Denoising | Jun 1, 2015 | Bayesian InferenceColor Image Denoising | —Unverified | 0 |
| A Fast and Flexible Algorithm for the Graph-Fused Lasso | May 24, 2015 | parameter estimation | CodeCode Available | 0 |
| Learning Dynamic Feature Selection for Fast Sequential Prediction | May 22, 2015 | BenchmarkingDependency Parsing | —Unverified | 0 |
| Towards stability and optimality in stochastic gradient descent | May 10, 2015 | parameter estimation | —Unverified | 0 |
| Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA | May 8, 2015 | ClusteringMulti-Label Classification | CodeCode Available | 0 |
| When and why are log-linear models self-normalizing? | May 1, 2015 | Computational EfficiencyGeneralization Bounds | —Unverified | 0 |
| Adaptive Randomized Dimension Reduction on Massive Data | Apr 13, 2015 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Shared latent subspace modelling within Gaussian-Binary Restricted Boltzmann Machines for NIST i-Vector Challenge 2014 | Mar 18, 2015 | parameter estimationSpeaker Verification | —Unverified | 0 |
| Parameter estimation and bifurcation analysis of stochastic models of gene regulatory networks: tensor-structured methods | Mar 15, 2015 | parameter estimation | —Unverified | 0 |
| Deep Clustered Convolutional Kernels | Mar 6, 2015 | Clusteringparameter estimation | —Unverified | 0 |
| 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 |