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Directors

Andreas Bulling

Andreas Bulling

Full Professor of Computer Science
Human-Computer Interaction and Cognitive Systems
Institute for Visualisation and Interactive Systems, University of Stuttgart

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Google Scholar Intelligent user interfaces, human-computer interaction, computer vision, eye tracking

Ingo Steinwart

Ingo Steinwart

Full Professor of Mathematics
Head of Institute
Institute for Stochastics and Applications, University of Stuttgart

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Google Scholar Statistical learning theory, Kernel-based learning algorithms, cluster analysis, loss functions, learning from non i.i.d. data, reproducing kernel Hilbert spaces


Members

Paul-Christian Bürkner

Paul-Christian Bürkner

Independent Junior Research Group Leader
Bayesian Statistics, Cluster of Excellence SimTech, University of Stuttgart

Google Scholar Bayesian statistics and workflow, prior specification, uncertainty quantification, simulation-based inference, model comparison, multilevel modeling

Luiz Chamon

Luiz F.O. Chamon

ELLIS-SimTech Independent Research Group Leader
University of Stuttgart

Google Scholar Optimization, constrained ML, statistical learning, signal processing, dynamical systems, control

Mathias Niepert

Mathias Niepert

Full Professor of Computer Science
Machine Learning and Simulation Science (MLSim) Group, University of Stuttgart

Google Scholar representation learning for graph-structured data, geometric deep learning, probabilistic graphical models, intersection of ML and the simulation sciences

Michael Pradel

Michael Pradel

Full Professor of Computer Science
Software Lab, University of Stuttgart

Google Scholar ML for program analysis, software security, static bug detection, performance profiling and test generation

Sabine Schulte im Walde

Sabine Schulte im Walde

Associate Professor
Institute for Natural Language Processing, University of Stuttgart

Google Scholar Natural language processing, computational modelling of lexical-semantic linguistic phenomena

Steffen Staab

Steffen Staab

Full Professor of Computer Science
Head of Department
Analytic Computing, University of Stuttgart

Google Scholar Knowledge graphs, semantic web, intelligent user interfaces, web science

Thang Vu

Thang Vu

Full Professor of Computer Science
Chair of Digital Phonetics
Endowed Chair of Carl-Zeiss-Stiftung
Institute for Natural Language Processing, University of Stuttgart

Google Scholar Natural language processing, digital phonetics, language technologies


Coordinator


Students (ELLIS-Funded)

For researchers' complete list of students, please see their individual institutional pages. Coming soon!

Interns (ELLIS-Funded)

Coming soon!