Curriculum Vitae
2022 - Chair of Mathematical Data Science, University of Augsburg
2019, 2020 Visiting professor, Leipzig University
2017 - 2022 Research group leader, Max Planck Institute MiS Leipzig
2014 - 2017 Bonn Junior Fellow professorship, University of Bonn
2013 - 2014 Research associate, EPF Lausanne
2013 Dissertation in Mathematics, TU Berlin
2008 - 2013 Research associate, TU Berlin
2008 Diploma in Mathematics, TU Berlin
Research Topics
- Tensors: geometry of low-rank varieties and tensor networks tensor product operators
- Low-rank approximation: functional analytic foundations, approximation rates, spectral and nuclear norm
- Optimization: block coordinate methods, Riemannian optimization, optimization landscape of multilinear models
- Applications: high-dimensional problems, low-rank models in data science, signal processing, dynamical low-rank approximation
Teaching
(applied filters: semester: current | lecturers: André Uschmajew | course types: Vorlesung, Vorlesung + Übung, Pflichtvorlesung)
Publikationen
Publication list at Google Scholar