Digital Total - Computing & Data Science an der Universität Hamburg und in der Wissenschaftsmetropole Hamburg

Computational Imaging@DESY

55

Nicht eingeplant

20m

Von-Melle-Park 4

Poster

Beschreibung

We will present the work and expertise of the newly established Computational Imaging Group at DESY. Being founded in mathematics, we provide expertise in inverse problems as well as theoretical foundations of machine learning methods.
We give an overview of mathematical methods in imaging and applications thereof, in particular algorithms for reducing computational cost in large scale problems. Moreover, we give insight into theoretically founded training of robust or sparse neural networks.

Keywords

Inverse problems, image reconstruction, machine learning, neural networks, robust training.