Principal Investigators

Interpretable and Reliable Machine Learning

Matthias Althoff

Prof. Dr.

Cyber Physical Systems

Stefan Bauer

Prof. Dr.

Algorithmic Machine Learning & Explainable AI

Ulrich Bauer

Prof. Dr.

Applied Topology and Geometry

Bernd Bischl

Prof. Dr.

Statistical Learning and Data Science

Anne-Laure Boulesteix

Prof. Dr.

Biometry in Molecular Medicine

Alena Buyx

Prof. Dr.

Ethics in Medicine and Health Technologies

Daniel Cremers

Prof. Dr.

Computer Vision & Artificial Intelligence

Angela Dai

Prof. Dr.

3D Artificial Intelligence

Mathias Drton

Prof. Dr.

C4 | Computational Social Sciences

Mathematical Statistics

Stefan Feuerriegel

Prof. Dr.

Artificial Intelligence in Management

Matthias Feurer

Prof. Dr.

Statistical Learning and Data Science

Massimo Fornasier

Prof. Dr.

Applied Numerical Analysis

Alexander Fraser

Prof. Dr.

Data Analytics & Statistics

Julien Gagneur

Prof. Dr.

Computational Molecular Medicine

Stephan Günnemann

Prof. Dr.

Data Analytics & Machine Learning

Reinhard Heckel

Prof. Dr.

Machine Learning and Information Processing

Eyke Hüllermeier

Prof. Dr.

Artificial Intelligence and Machine Learning

Michael Ingrisch

Prof. Dr.

Clinical Data Science in Radiology

Stefanie Jegelka

Prof. Dr.

Foundations of Deep Neural Networks

Göran Kauermann

Prof. Dr.

Applied Statistics in Social Sciences, Economics and Business

Niki Kilbertus

Prof. Dr.

Ethics in Systems Design and Machine Learning

Felix Krahmer

Prof. Dr.

C4 | Computational Social Sciences

Optimization & Data Analysis

Frauke Kreuter

Prof. Dr.

Social Data Science and AI

Helmut Küchenhoff

Prof. Dr.

C4 | Computational Social Sciences

Statistical Consulting Unit (StaBLab)

Gitta Kutyniok

Prof. Dr.

Mathematical Foundations of Artificial Intelligence

Stefan Leutenegger

Prof. Dr.

Machine Learning for Robotics

Christian Müller

Prof. Dr.

Biomedical Statistics and Data Science

Thomas Nagler

Prof. Dr.

Computational Statistics & Data Science

Nassir Navab

Prof. Dr.

Computer Aided Medical Procedures & Augmented Reality

Matthias Nießner

Prof. Dr.

Visual Computing & Artificial Intelligence

Sven Nyholm

Prof. Dr.

Ethics of Artificial Intelligence

Björn Ommer

Prof. Dr.

Computer Vision & Learning

Barbara Plank

Prof. Dr.

AI and Computational Linguistics

Holger Rauhut

Prof. Dr.

C3 | Physics and Geo Sciences

Mathematical Data Science and Artificial Intelligence

Patrick Rinke

Prof. Dr.

AI-based Material Science

Daniel Rückert

Prof. Dr.

Artificial Intelligence in Healthcare and Medicine

David Rügamer

Prof. Dr.

Statistics, Data Science and Machine Learning

Fabian Scheipl

PD Dr.

Functional Data Analysis

Volker Schmid

Prof. Dr.

Bayesian Imaging & Spatial Statistics

Albrecht Schmidt

Prof. Dr.

Human-Centered Ubiquitous Media

Julia Schnabel

Prof. Dr.

Computational Imaging and AI in Medicine

Angela P. Schöllig

Prof. Dr.

Learning Systems and Robotics

Matthias Schubert

Prof. Dr.

Spatial Artificial Intelligence

Björn Schuller

Prof. Dr.

Health Informatics

Hinrich Schütze

Prof. Dr.

Computational Linguistics

Thomas Seidl

Prof. Dr.

Database Systems and Data Mining

Suvrit Sra

Prof. Dr.

Resource Aware Machine Learning

Fabian Theis

Prof. Dr.

Mathematical Modelling of Biological Systems

Nils Thuerey

Prof. Dr.

Physics-based Simulation

Volker Tresp

Prof. Dr.

Database Systems and Data Mining

Christian Wachinger

Prof. Dr.

Artificial Intelligence in Medical Imaging

Rüdiger Westermann

Prof. Dr.

Computer Graphics & Visualization

Benedikt Wiestler

Prof. Dr.

C3 | Physics and Geo Sciences

AI for Image-Guided Diagnosis and Therapy

Xiaoxiang Zhu

Prof. Dr.

Data Science in Earth Observation

Ralf Zimmer

Prof. Dr.

Bioinformatics

Michael Hedderich

Dr.

JRG Leader Human-Centered NLP

AI and Computational Linguistics

Almut Sophia Koepke

Dr.

JRG Leader Multi-Modal Learning

Computer Vision & Artificial Intelligence

Benjamin Lange

Dr.

JRG Leader Ethics of AI

Ethics of Artificial Intelligence

Martin Menten

Dr.

JRG Leader AI for Vision