2 papers
stat.ME2025
Estimating systematic errors in Bayesian inversion using transport maps
Maren Casfor, Philipp Trunschke, Sebastian Heidenreich +1
In indirect measurements, the measurand is determined by solving an inverse problem which requires a model of the measurement process. Such models are often approximations and intr…
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…