| Dynamic Parameter Estimation of Brain Mechanisms | Sep 26, 2019 | parameter estimation | —Unverified | 0 |
| Deep Expectation-Maximization in Hidden Markov Models via Simultaneous Perturbation Stochastic Approximation | Sep 25, 2019 | parameter estimation | —Unverified | 0 |
| Distributed Parameter Estimation in Randomized One-hidden-layer Neural Networks | Sep 20, 2019 | parameter estimation | —Unverified | 0 |
| Bayesian parameter estimation using conditional variational autoencoders for gravitational-wave astronomy | Sep 13, 2019 | AstronomyBayesian Inference | CodeCode Available | 0 |
| Learning Bayesian posteriors with neural networks for gravitational-wave inference | Sep 12, 2019 | AstronomyBayesian Inference | CodeCode Available | 0 |
| Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models | Sep 12, 2019 | Clusteringfeature selection | —Unverified | 0 |
| Parameter Estimation with the Ordered _2 Regularization via an Alternating Direction Method of Multipliers | Sep 4, 2019 | parameter estimation | —Unverified | 0 |
| Learning Distributions Generated by One-Layer ReLU Networks | Sep 4, 2019 | parameter estimation | CodeCode Available | 0 |
| A Queuing Approach to Parking: Modeling, Verification, and Prediction | Aug 29, 2019 | parameter estimation | —Unverified | 0 |
| Randomly initialized EM algorithm for two-component Gaussian mixture achieves near optimality in O(n) iterations | Aug 28, 2019 | parameter estimation | —Unverified | 0 |
| New Results on Parameter Estimation via Dynamic Regressor Extension and Mixing: Continuous and Discrete-time Cases | Aug 14, 2019 | parameter estimationregression | —Unverified | 0 |
| Statistical Arbitrage for Multiple Co-Integrated Stocks | Aug 6, 2019 | parameter estimation | —Unverified | 0 |
| The Noise Collector for sparse recovery in high dimensions | Aug 5, 2019 | parameter estimationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Deep learning-based prediction of kinetic parameters from myocardial perfusion MRI | Jul 27, 2019 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood | Jul 25, 2019 | Density Estimationparameter estimation | —Unverified | 0 |
| The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging | Jul 24, 2019 | Imputationparameter estimation | —Unverified | 0 |
| Open DNN Box by Power Side-Channel Attack | Jul 21, 2019 | parameter estimation | —Unverified | 0 |
| Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models | Jul 18, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| Diverse Trajectory Forecasting with Determinantal Point Processes | Jul 11, 2019 | Autonomous VehiclesDiversity | —Unverified | 0 |
| Convergence Rates for Gaussian Mixtures of Experts | Jul 9, 2019 | parameter estimation | —Unverified | 0 |
| An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging | Jul 7, 2019 | Image EnhancementImage Restoration | CodeCode Available | 0 |
| Equation Discovery for Nonlinear System Identification | Jul 1, 2019 | Equation Discoveryparameter estimation | —Unverified | 0 |
| Parameter Estimation and Uncertainty Quantification for Systems Biology Models | Jun 26, 2019 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems | Jun 21, 2019 | parameter estimation | —Unverified | 0 |