ELLIS Unit Stuttgart

Directors

Andreas Bulling

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

Google Scholar Human-computer interaction, computer vision, intelligent user interfaces, eye tracking, collaborative intelligence

Ingo Steinwart

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

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

Luiz F.O. Chamon

ELLIS-SimTech Independent Research Group Leader
Information Systems Group
University of Stuttgart

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

Katherine J. Kuchenbecker

Director
Haptic Intelligence, Max Planck Institute for Intelligent Systems

Google Scholar Haptic interfaces, haptic sensing systems, robotics

Mathias Niepert

Full Professor
Machine Learning for Simulation Science
Institute for Artificial Intelligence, 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
Software Lab
Institute of Software Engineering, University of Stuttgart

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

Alina Roitberg

Junior Professor
Intelligent Sensing and Perception
Institute for Artificial Intelligence, University of Stuttgart

Google Scholar Human activity recognition, computer vision, autonomous systems, assistive and automotive applications

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

Full Professor
Analytic Computing
Institute for Artificial Intelligence, University of Stuttgart

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

Thang Vu

Full Professor
Digital Phonetics
Institute for Natural Language Processing, University of Stuttgart

Google Scholar Natural language processing, digital phonetics, language technologies

Coordinator

Katrin Fauß

+49 711 685 65335

ELLIS PhD Students

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

ELLIS Interns

Coming soon!

Alumni

Paul-Christian Bürkner

now Full Professor at the Technical University of Dortmund

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