Aretha L. Teckentrup

Deep Gaussian Process Priors for Bayesian Image Reconstruction

2024 · arXiv (Cornell University)

In image reconstruction, an accurate quantification of uncertainty is of great importance for informed decision making. Here, the Bayesian approach to inverse problems can be used: the image is represented through a random function that …