2 papers
stat.ML2022
DeepBayes -- an estimator for parameter estimation in stochastic nonlinear dynamical models
Anubhab Ghosh, Mohamed Abdalmoaty, Saikat Chatterjee +1
Stochastic nonlinear dynamical systems are ubiquitous in modern, real-world applications. Yet, estimating the unknown parameters of stochastic, nonlinear dynamical models remains a…
math.OC2021
Robustness of a feedback optimization scheme with application to bioprocess manufacturing
Mirko Pasquini, Kévin Colin, Véronique Chotteau +1
In this work the robustness of a feedback optimization scheme is discussed. Previously known results in literature, on the convergence to local optima of the optimization problem o…