2 papers
stat.ME2025
Estimating systematic errors in Bayesian inversion using transport maps
Maren Casfor, Philipp Trunschke, Nando Hegemann +1
In indirect measurements, the sought parameters have to be determined by solving an inverse problem, typically in a Bayesian framework. Often, the accurate numerical simulation of…
cs.LG2024
Mixed Noise and Posterior Estimation with Conditional DeepGEM
Paul Hagemann, Johannes Hertrich, Maren Casfor +2
Motivated by indirect measurements and applications from nanometrology with a mixed noise model, we develop a novel algorithm for jointly estimating the posterior and the noise par…