| Non-negative matrix factorization algorithms greatly improve topic model fits | May 27, 2021 | parameter estimationTopic Models | CodeCode Available | 1 |
| A protocol for dynamic model calibration | May 25, 2021 | modelparameter estimation | CodeCode Available | 0 |
| Unbiased Estimation of the Gradient of the Log-Likelihood for a Class of Continuous-Time State-Space Models | May 24, 2021 | parameter estimationState Space Models | —Unverified | 0 |
| A generative nonparametric Bayesian model for whole genomes | May 21, 2021 | Density Estimationparameter estimation | CodeCode Available | 1 |
| Metropolis-CVAE: Bootstrapping Labels for Bayesian Inference via Semi-Supervised Conditional Variational Autoencoders | May 21, 2021 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Learning and Information in Stochastic Networks and Queues | May 18, 2021 | Decision Makingparameter estimation | —Unverified | 0 |
| EpiCovDA: a mechanistic COVID-19 forecasting model with data assimilation | May 12, 2021 | parameter estimation | —Unverified | 0 |
| Parameter Estimation in Epidemic Spread Networks Using Limited Measurements | May 11, 2021 | parameter estimation | —Unverified | 0 |
| Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds | May 10, 2021 | EpidemiologyExperimental Design | CodeCode Available | 0 |
| Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution | May 10, 2021 | Deep Learningparameter estimation | —Unverified | 0 |
| Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation | May 6, 2021 | Denoisingparameter estimation | —Unverified | 0 |
| A Reinforcement Learning-based Economic Model Predictive Control Framework for Autonomous Operation of Chemical Reactors | May 6, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Towards rational glyco-engineering in CHO: from data to predictive models | Apr 23, 2021 | parameter estimation | —Unverified | 0 |
| Distributed nonlinear model predictive control of an autonomous tractor-trailer system | Apr 20, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions | Apr 16, 2021 | Earth Observationparameter estimation | —Unverified | 0 |
| Efficient state and parameter estimation for high-dimensional nonlinear system identification with application to MEG brain network modeling | Apr 6, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Learning in Centralized Nonlinear Model Predictive Control: Application to an Autonomous Tractor-Trailer System | Apr 5, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar | Mar 31, 2021 | parameter estimation | —Unverified | 0 |
| New Algorithms for Discrete-Time Parameter Estimation | Mar 30, 2021 | parameter estimation | —Unverified | 0 |
| Transmit Beamspace DDMA Based Automotive MIMO Radar | Mar 25, 2021 | parameter estimation | —Unverified | 0 |
| Mixture Density Network Estimation of Continuous Variable Maximum Likelihood Using Discrete Training Samples | Mar 24, 2021 | parameter estimation | CodeCode Available | 0 |
| Sinusoidal Parameter Estimation from Signed Measurements via Majorization-Minimization Based RELAX | Mar 21, 2021 | Computational Efficiencyparameter estimation | —Unverified | 0 |
| On the Role of Asymptomatic Carriers in Epidemic Spread Processes | Mar 21, 2021 | parameter estimation | —Unverified | 0 |
| In-Field Gyroscope Autocalibration with Iterative Attitude Estimation | Mar 20, 2021 | Experimental Designparameter estimation | —Unverified | 0 |
| Joint RFI Mitigation and Radar Echo Recovery for One-Bit UWB Radar | Mar 19, 2021 | parameter estimation | —Unverified | 0 |