Assessment of Uncertainty Quantification in Universal Differential Equations

13 June 2024

Papers citing "Assessment of Uncertainty Quantification in Universal Differential Equations"

3 / 3 papers shown

Title
pyPESTO: A modular and scalable tool for parameter estimation for dynamic models Yannik Schälte Fabian Fröhlich P. J. Jost Jakob Vanhoefer Dilan Pathirana ... Stephan Grein E. Dudkin Domagoj Dorešić Daniel Weindl Jan Hasenauer 15 24 0 02 May 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015