| Robust Adaptive Safety-Critical Control for Unknown Systems with Finite-Time Element-Wise Parameter Estimation | Nov 27, 2021 | parameter estimation | —Unverified | 0 |
| Variational Gibbs Inference for Statistical Model Estimation from Incomplete Data | Nov 25, 2021 | BIG-bench Machine LearningNormalising Flows | CodeCode Available | 0 |
| Non-parametric model-based estimation of the effective reproduction number for SARS-CoV-2 | Nov 18, 2021 | parameter estimation | —Unverified | 0 |
| GAETS: A Graph Autoencoder Time Series Approach Towards Battery Parameter Estimation | Nov 17, 2021 | parameter estimationTime Series | —Unverified | 0 |
| Performance bounds of adaptive MPC with bounded parameter uncertainties | Nov 15, 2021 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme | Nov 13, 2021 | DiagnosticFault Detection | —Unverified | 0 |
| Exponential GARCH-Ito Volatility Models | Nov 8, 2021 | parameter estimation | —Unverified | 0 |
| Adaptive observers for biophysical neuronal circuits | Nov 3, 2021 | parameter estimation | CodeCode Available | 0 |
| Bayesian Optimal Experimental Design for Simulator Models of Cognition | Oct 29, 2021 | Experimental Designparameter estimation | —Unverified | 0 |
| A Computationally Efficient Method for Learning Exponential Family Distributions | Oct 28, 2021 | parameter estimation | —Unverified | 0 |
