| On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation | Feb 28, 2017 | Denoisingparameter estimation | —Unverified | 0 |
| Guaranteed Parameter Estimation for Discrete Energy Minimization | Jan 11, 2017 | parameter estimationScene Parsing | —Unverified | 0 |
| Deep Neural Networks to Enable Real-time Multimessenger Astrophysics | Dec 30, 2016 | Astronomyparameter estimation | —Unverified | 0 |
| Partial Membership Latent Dirichlet Allocation | Dec 28, 2016 | parameter estimationSand | CodeCode Available | 0 |
| A Latent-class Model for Estimating Product-choice Probabilities from Clickstream Data | Dec 20, 2016 | parameter estimation | —Unverified | 0 |
| Bayesian methods for solving estimation and forecasting problems in the high-frequency trading environment | Dec 16, 2016 | Density Estimationparameter estimation | CodeCode Available | 0 |
| Distributed Gaussian Learning over Time-varying Directed Graphs | Dec 6, 2016 | parameter estimation | —Unverified | 0 |
| Exact Recovery of Hard Thresholding Pursuit | Dec 1, 2016 | parameter estimation | —Unverified | 0 |
| Semiparametric Differential Graph Models | Dec 1, 2016 | parameter estimation | —Unverified | 0 |
| Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information | Dec 1, 2016 | parameter estimation | —Unverified | 0 |
| Graph Learning from Data under Structural and Laplacian Constraints | Nov 16, 2016 | Computational EfficiencyGraph Learning | CodeCode Available | 0 |
| Error concealment by means of motion refinement and regularized Bregman divergence | Nov 10, 2016 | parameter estimation | —Unverified | 0 |
| Trusting SVM for Piecewise Linear CNNs | Nov 7, 2016 | parameter estimation | CodeCode Available | 0 |
| LSTM Shift-Reduce CCG Parsing | Nov 1, 2016 | Feature Engineeringglobal-optimization | —Unverified | 0 |
| Online Maximum Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes | Nov 1, 2016 | parameter estimation | —Unverified | 0 |
| Fast and Reliable Parameter Estimation from Nonlinear Observations | Oct 23, 2016 | parameter estimation | —Unverified | 0 |
| Fast L1-NMF for Multiple Parametric Model Estimation | Oct 18, 2016 | modelparameter estimation | CodeCode Available | 0 |
| Estimating Propensity Parameters using Google PageRank and Genetic Algorithms | Oct 17, 2016 | parameter estimation | —Unverified | 0 |
| Sparse principal component regression for generalized linear models | Sep 28, 2016 | parameter estimationregression | —Unverified | 0 |
| 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 |
| Learning Latent Vector Spaces for Product Search | Aug 25, 2016 | Learning-To-Rankparameter estimation | CodeCode Available | 1 |
