| Rapid parameter estimation of discrete decaying signals using autoencoder networks | Mar 10, 2021 | parameter estimation | —Unverified | 0 |
| A Probabilistic Bayesian Approach to Recover R_2^* map and Phase Images for Quantitative Susceptibility Mapping | Mar 9, 2021 | Compressive Sensingparameter estimation | —Unverified | 0 |
| State and parameter estimation for model-based retinal laser treatment | Mar 4, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA) | Mar 3, 2021 | parameter estimationSegmentation | —Unverified | 0 |
| Simultaneous Bandwidths Determination for DK-HAC Estimators and Long-Run Variance Estimation in Nonparametric Settings | Feb 26, 2021 | parameter estimation | —Unverified | 0 |
| Slowly Varying Regression under Sparsity | Feb 22, 2021 | parameter estimationregression | CodeCode Available | 0 |
| Escaping Poor Local Minima in Large Scale Robust Estimation | Feb 22, 2021 | parameter estimation | —Unverified | 0 |
| Deep Structural Estimation: With an Application to Option Pricing | Feb 18, 2021 | parameter estimation | CodeCode Available | 1 |
| A Simple Unified Framework for High Dimensional Bandit Problems | Feb 18, 2021 | Drug Discoveryparameter estimation | —Unverified | 0 |
| Identification of Phase-Locked Loop System From Its Experimental Time Series | Feb 17, 2021 | parameter estimationTime Series | —Unverified | 0 |
| The MELODIC family for simultaneous binary logistic regression in a reduced space | Feb 16, 2021 | Binary Classificationparameter estimation | CodeCode Available | 0 |
| Multiple-shooting adjoint method for whole-brain dynamic causal modeling | Feb 14, 2021 | parameter estimation | —Unverified | 0 |
| NeRF--: Neural Radiance Fields Without Known Camera Parameters | Feb 14, 2021 | NeRFNovel View Synthesis | CodeCode Available | 1 |
| ICI-Aware Parameter Estimation for MIMO-OFDM Radar via APES Spatial Filtering | Feb 12, 2021 | parameter estimation | —Unverified | 0 |
| Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems | Feb 12, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm | Feb 10, 2021 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Vine copula mixture models and clustering for non-Gaussian data | Feb 5, 2021 | ClusteringModel Selection | CodeCode Available | 0 |
| Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems | Feb 4, 2021 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| Object and Relation Centric Representations for Push Effect Prediction | Feb 3, 2021 | Graph Neural NetworkObject | —Unverified | 0 |
| Variational Bayes survival analysis for unemployment modelling | Feb 3, 2021 | parameter estimationSurvival Analysis | —Unverified | 0 |
| Introduction to population dynamics and resource exploitation | Jan 29, 2021 | parameter estimation | —Unverified | 0 |
| Blind Reconstruction of Multilayered Tissue Profiles with UWB Radar Under Bayesian Setting | Jan 26, 2021 | parameter estimation | —Unverified | 0 |
| Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation | Jan 24, 2021 | Bayesian OptimizationGPR | CodeCode Available | 0 |
| Sparse Array Beamformer Design for Active and Passive Sensing | Jan 18, 2021 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Should Ensemble Members Be Calibrated? | Jan 13, 2021 | image-classificationImage Classification | —Unverified | 0 |
