Dominik Stöger
Email: Dominik (dot) Stoeger (at) ku (dot) de Google Scholar
since 2021: Assistant professor (Tenure Track) at KU Eichstätt-Ingolstadt
2019-2021: postdoc at USC (Mentor: Mahdi Soltanolkotabi)
2016-2019: Ph.D. in Mathematics at Technical University of Munich (Advisor: Felix Krahmer)
2011-2015: B.Sc. and M.Sc. in Mathematics at Technical University of Munich
Mathematics of data science
High-dimensional probability and statistics
Implicit regularization in overparameterized learning
Compressive sensing and low-rank matrix recovery
Non-convex optimization in signal processing and machine learning
06/2022: new preprint on Robust recovery of low-rank matrices and low-tubal-rank tensors from noisy sketches with Anna Ma and Yizhe Zhu
04/2022: new preprint on Randomly Initialized Alternating Least Squares: Fast Convergence for Matrix Sensing with Kiryung Lee
03/2022: founding member of Mathematical Institute for Machine Learning and Data Science at KU Eichstätt-Ingolstadt (for our new BSc program Data Science see here and here)
09/2021: Two papers accepted by NeurIPS’21