Deep Learning and Inverse Problems
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Date
2019
Authors
Arridge, Simon
de Hoop, Maarten
Maass, Peter
Öktem, Ozan
Schönlieb, Carola
Unser, Michael
Volume
15/2019
Issue
Journal
Series Titel
Snapshots of Modern Mathematics from Oberwolfach
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Publisher
Oberwolfach : Mathematisches Forschungsinstitut Oberwolfach gGmbH
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Abstract
Big data and deep learning are modern buzz words which presently infiltrate all fields of science and technology. These new concepts are impressive in terms of the stunning results they achieve for a large variety of applications. However, the theoretical justification for their success is still very limited. In this snapshot, we highlight some of the very recent mathematical results that are the beginnings of a solid theoretical foundation for the subject.
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CC BY-NC-SA 4.0 Unported