Juliane Braunsmann Workgroup Prof. Dr. Benedikt Wirth Institute for Computational and Applied Mathematics University of Münster Orléansring 10 D-48149 Münster Office: 120.018 Phone: +49 251 83-35147 Email:

Research Interests:

• Nonlinear manifold learning with autoencoders, mathematics of deep learning

Publications:

Preprints

• J. Braunsmann, M. Rajković, M. Rumpf, B. Wirth. Learning Low Bending and Low Distortion Manifold Embeddings: Theory and Applications. 2022. [.pdf]

Peer-reviewed

• J. Braunsmann, M. Rajković, M. Rumpf, B. Wirth. Learning low bending and low distortion manifold embeddings. Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 4411-4419, 2021. [.pdf]

Technical Reports

• J. Braunsmann. Learning Low Bending and Low Distortion Manifold Embeddings. Oberwolfach Reports, 2234:35-38, 2022. [.pdf]