Professor Dr. Matthias Hein

Address Eberhard Karls Universität Tübingen
Fachbereich Informatik
Professur für Maschinelles Lernen
Maria-von-Linden-Straße 6
72076 Tübingen

Projects

As Applicant
- Current projects
  - Towards everywhere reliable classification - A joint framework for adversarial robustness and out-of-distribution detection (Priority Programmes)
- Completed projects
  - Nonlinear eigenproblems for high-dimensional data analysis (Priority Programmes)
As Participating Researcher
- Current projects
  - EXC 2064: Machine Learning: New Perspectives for Science (Clusters of Excellence (ExStra))
- Completed projects
  - EXC 284: Multimodal Computing and Interaction - Robust, Efficient and Intelligent Processing of Text, Speech, Visual Data and High Dimensional Representations (Clusters of Excellence)
  - GSC 209: Saarbrücken Graduate School of Computer Science (Graduate Schools)
As Project Head
- Current projects
  - Fast, Safe, and Perspicuous Run-Time Planning (CRC/Transregios)
- Completed projects
  - Operational Explications of Classifier Predictions (CRC/Transregios)