| Persistent Excitation is Unnecessary for On-line Exponential Parameter Estimation: A New Algorithm that Overcomes this Obstacle | Jun 16, 2021 | parameter estimation | —Unverified | 0 |
| Understanding the Under-Coverage Bias in Uncertainty Estimation | Jun 10, 2021 | parameter estimationquantile regression | —Unverified | 0 |
| Probabilistic task modelling for meta-learning | Jun 9, 2021 | Meta-Learningparameter estimation | CodeCode Available | 0 |
| Instrument Space Selection for Kernel Maximum Moment Restriction | Jun 7, 2021 | parameter estimation | CodeCode Available | 0 |
| DPER: Efficient Parameter Estimation for Randomly Missing Data | Jun 6, 2021 | Imputationparameter estimation | CodeCode Available | 0 |
| Constrained Ellipse Fitting for Efficient Parameter Mapping with Phase-cycled bSSFP MRI | Jun 6, 2021 | Anatomyparameter estimation | —Unverified | 0 |
| Memory Approximate Message Passing | Jun 4, 2021 | parameter estimation | —Unverified | 0 |
| Improving Neural Network Robustness via Persistency of Excitation | Jun 3, 2021 | Adversarial Robustnessparameter estimation | CodeCode Available | 0 |
| Limits of accuracy for parameter estimation and localisation in Single-Molecule Microscopy via sequential Monte Carlo methods | Jun 3, 2021 | parameter estimation | —Unverified | 0 |
| Concurrent Learning Based Tracking Control of Nonlinear Systems using Gaussian Process | Jun 2, 2021 | parameter estimation | —Unverified | 0 |
| Parameter Estimation for the SEIR Model Using Recurrent Nets | May 30, 2021 | parameter estimation | —Unverified | 0 |
| 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 |
| 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 |
| Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution | May 10, 2021 | Deep Learningparameter estimation | —Unverified | 0 |
| Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds | May 10, 2021 | EpidemiologyExperimental Design | CodeCode Available | 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 |
| Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation | May 6, 2021 | Denoisingparameter 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 |