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Research Groups

Our Research Groups unite Munich’s brightest minds in ML and AI. Our Principal Investigators and Associates collaborate across institutions to conduct cutting-edge research in core ML and AI topics. This unique network of excellence positions MCML at the forefront of shaping the future of AI research.

Zeynep Akata

Prof. Dr.

Principal Investigator

Interpretable and Reliable Machine Learning

Matthias Althoff

Prof. Dr.

Principal Investigator

Cyber Physical Systems

Stefan Bauer

Prof. Dr.

Principal Investigator

Algorithmic Machine Learning & Explainable AI

Ulrich Bauer

Prof. Dr.

Principal Investigator

Applied Topology and Geometry

Bernd Bischl

Prof. Dr.

Director

Statistical Learning and Data Science

Karsten Borgwardt

Prof. Dr.

Principal Investigator

Machine Learning and Systems Biology

Anne-Laure Boulesteix

Prof. Dr.

Principal Investigator

Biometry in Molecular Medicine

Benjamin Busam

Prof. Dr.

Principal Investigator

Photogrammetry and Remote Sensing

Alena Buyx

Prof. Dr.

Principal Investigator

Ethics in Medicine and Health Technologies

Daniel Cremers

Prof. Dr.

Director

Computer Vision & Artificial Intelligence

Angela Dai

Prof. Dr.

Principal Investigator

3D Artificial Intelligence

Jana Diesner

Prof. Dr.

Associate

Human-Centered Computing

Felix Dietrich

Prof. Dr.

Associate

Physics-enhanced Machine Learning

Andreas Döpp

Dr. habil

Associate

Data-driven methods in Physics and Optics

Mathias Drton

Prof. Dr.

Principal Investigator

Mathematical Statistics

David Egger

Prof. Dr.

Associate

Theory of Functional Energy Materials

Björn Eskofier

Prof. Dr.

Principal Investigator

Artificial Intelligence in Medicine

Stefan Feuerriegel

Prof. Dr.

Principal Investigator

Artificial Intelligence in Management

Massimo Fornasier

Prof. Dr.

Principal Investigator

Applied Numerical Analysis

Vincent Fortuin

Dr.

Associate

Bayesian Deep Learning

Alexander Fraser

Prof. Dr.

Principal Investigator

Data Analytics & Statistics

Fabian Fumagalli

Prof. Dr.

Thomas Bayes Fellow

Statistical Learning and Data Science

Thomas Gabor

Prof. Dr.

Associate

Technology and Research on Artificial Intelligence

Julien Gagneur

Prof. Dr.

Principal Investigator

Computational Molecular Medicine

Debarghya Ghoshdastidar

Prof. Dr.

Principal Investigator

Theoretical Foundations of Artificial Intelligence

Daniel Grün

Prof. Dr.

Associate

Astrophysics, Cosmology and Artificial Intelligence

Stephan Günnemann

Prof. Dr.

Principal Investigator

Data Analytics & Machine Learning

Reinhard Heckel

Prof. Dr.

Principal Investigator

Machine Learning and Information Processing

Michael Hedderich

Dr.

JRG Leader Human-Centered NLP

AI and Computational Linguistics

Lukas Heinrich

Prof. Dr.

Associate

Data Science in Physics

Eyke Hüllermeier

Prof. Dr.

Principal Investigator

Artificial Intelligence and Machine Learning

Michael Ingrisch

Prof. Dr.

Principal Investigator

Clinical Data Science in Radiology

Stefanie Jegelka

Prof. Dr.

Principal Investigator

Foundations of Deep Neural Networks

Enkelejda Kasneci

Prof. Dr.

Principal Investigator

Human-Centered Technologies for Learning

Gjergji Kasneci

Prof. Dr.

Principal Investigator

Responsible Data Science

Göran Kauermann

Prof. Dr.

Principal Investigator

Applied Statistics in Social Sciences, Economics and Business

Christoph Kern

Prof. Dr.

Associate

Social Data Science and AI

Niki Kilbertus

Prof. Dr.

Principal Investigator

Ethics in Systems Design and Machine Learning

Johannes Kinder

Prof. Dr.

Associate

Programming Languages and Artificial Intelligence

Almut Sophia Koepke

Dr.

JRG Leader Multi-Modal Learning

Computer Vision & Artificial Intelligence

Felix Krahmer

Prof. Dr.

Principal Investigator

Optimization & Data Analysis

Frauke Kreuter

Prof. Dr.

Principal Investigator

Social Data Science and AI

Helmut Küchenhoff

Prof. Dr.

Principal Investigator

Statistical Consulting Unit (StaBLab)

Christian Kühn

Prof. Dr.

Associate

Multiscale and Stochastic Dynamics

Gitta Kutyniok

Prof. Dr.

Principal Investigator

Mathematical Foundations of Artificial Intelligence

Benjamin Lange

Dr.

JRG Leader Ethics of AI

Ethics of Artificial Intelligence

Johannes Maly

Prof. Dr.

Associate

Mathematical Data Science and Artificial Intelligence

Riccardo Marin

Dr.

Associate

Machine Learning for Robotics

Carsten Marr

Prof. Dr.

Principal Investigator

Artificial Intelligence in Cell Therapy and Hematology

Martin Menten

Dr.

JRG Leader AI for Vision

Artificial Intelligence in Healthcare and Medicine

Christian Müller

Prof. Dr.

Principal Investigator

Biomedical Statistics and Data Science

Thomas Nagler

Prof. Dr.

Principal Investigator

Computational Statistics & Data Science

Nassir Navab

Prof. Dr.

Principal Investigator

Computer Aided Medical Procedures & Augmented Reality

Matthias Nießner

Prof. Dr.

Principal Investigator

Visual Computing & Artificial Intelligence

Sven Nyholm

Prof. Dr.

Principal Investigator

Ethics of Artificial Intelligence

Björn Ommer

Prof. Dr.

Principal Investigator

Computer Vision & Learning

Marcus Paradies

Prof. Dr.

Associate

Database Systems, Data Mining and AI

Barbara Plank

Prof. Dr.

Principal Investigator

AI and Computational Linguistics

Holger Rauhut

Prof. Dr.

Principal Investigator

Mathematical Data Science and Artificial Intelligence

Patrick Rinke

Prof. Dr.

Principal Investigator

AI-based Material Science

Daniel Rückert

Prof. Dr.

Director

Artificial Intelligence in Healthcare and Medicine

David Rügamer

Prof. Dr.

Principal Investigator

Statistics, Data Science and Machine Learning

Fabian Scheipl

PD Dr.

Principal Investigator

Functional Data Analysis

Volker Schmid

Prof. Dr.

Principal Investigator

Bayesian Imaging & Spatial Statistics

Albrecht Schmidt

Prof. Dr.

Principal Investigator

Human-Centered Ubiquitous Media

Julia Schnabel

Prof. Dr.

Principal Investigator

Computational Imaging and AI in Medicine

Steffen Schneider

Dr.

Associate

Dynamical Inference

Angela P. Schöllig

Prof. Dr.

Principal Investigator

Learning Systems and Robotics

Michael Schomaker

Prof. Dr.

Associate

Biostatistics

Matthias Schubert

Prof. Dr.

Principal Investigator

Spatial Artificial Intelligence

Peter Schüffler

Prof. Dr.

Associate

Computational Pathology

Hinrich Schütze

Prof. Dr.

Principal Investigator

Computational Linguistics

Björn Schuller

Prof. Dr.

Principal Investigator

Health Informatics

Thomas Seidl

Prof. Dr.

Director

Database Systems, Data Mining and AI

Suvrit Sra

Prof. Dr.

Principal Investigator

Resource Aware Machine Learning

Helge Stein

Prof. Dr.

Associate

Digital Catalysis

Tom Sterkenburg

Dr.

Associated JRG Leader Epistemology in ML

Epistemological Foundations of Machine Learning

Fabian Theis

Prof. Dr.

Principal Investigator

Mathematical Modelling of Biological Systems

Nils Thuerey

Prof. Dr.

Principal Investigator

Physics-based Simulation

Federico Tombari

PD Dr.

Associate

Computer Aided Medical Procedures & Augmented Reality

Volker Tresp

Prof. Dr.

Principal Investigator

Database Systems, Data Mining and AI

Christian Wachinger

Prof. Dr.

Principal Investigator

Artificial Intelligence in Medical Imaging

Xi Wang

Dr.

JRG Leader Egocentric Vision

Computer Vision & Artificial Intelligence

Rüdiger Westermann

Prof. Dr.

Principal Investigator

Computer Graphics & Visualization

Benedikt Wiestler

Prof. Dr.

Principal Investigator

AI for Image-Guided Diagnosis and Therapy

Xiaoxiang Zhu

Prof. Dr.

Principal Investigator

Data Science in Earth Observation

Ralf Zimmer

Prof. Dr.

Principal Investigator

Bioinformatics