Directors
Andreas Bulling
Full Professor of Computer ScienceHuman-Computer Interaction and Cognitive Systems
Institute for Visualisation and Interactive Systems, University of Stuttgart
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Intelligent user interfaces, human-computer interaction, computer vision, eye tracking
Ingo Steinwart
Full Professor of MathematicsHead of Institute
Institute for Stochastics and Applications, University of Stuttgart
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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
Independent Junior Research Group LeaderBayesian 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 F.O. Chamon
ELLIS-SimTech Independent Research Group LeaderUniversity of Stuttgart
Google Scholar Optimization, constrained ML, statistical learning, signal processing, dynamical systems, control
Katherine J. Kuchenbecker
DirectorHaptic Intelligence, Max Planck Institute for Intelligent Systems
Google Scholar Haptic interfaces, haptic sensing systems, robotics
Mathias Niepert
Full Professor of Computer ScienceMachine 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
Full Professor of Computer ScienceSoftware Lab, University of Stuttgart
Google Scholar ML for program analysis, software security, static bug detection, performance profiling and test generation
Sabine Schulte im Walde
Associate ProfessorInstitute for Natural Language Processing, University of Stuttgart
Google Scholar Natural language processing, computational modelling of lexical-semantic linguistic phenomena
Steffen Staab
Full Professor of Computer ScienceHead of Department
Analytic Computing, University of Stuttgart
Google Scholar Knowledge graphs, semantic web, intelligent user interfaces, web science
Thang Vu
Full Professor of Computer ScienceChair 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
Dominike Thomas
+49 711 685 60051 Google Scholar