Andreas Habring

activity

20212026

most citedPosterior-Variance-Based Error Quantification for Inverse Problems in Imaging

1 citations · 3 across the 18 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

math.OC2023

Neural-network-based regularization methods for inverse problems in imaging

Andreas Habring, Martin Holler

This review provides an introduction to - and overview of - the current state of the art in neural-network based regularization methods for inverse problems in imaging. It aims to…

math.OC2023★ 1 cited

Subgradient Langevin Methods for Sampling from Non-smooth Potentials

Andreas Habring, Martin Holler, Thomas Pock

This paper is concerned with sampling from probability distributions $π$ on $R^{d}$ admitting a density of the form $π (x) \propto e^{- U (x)}$ , where $U (x) = F (x) + G (K x)$ with $K…