Alert button
Picture for Stefan Wrobel

Stefan Wrobel

Alert button

Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Sankt Augustin, Germany, Department of Computer Science, University of Bonn, Bonn, Germany

Guideline for Trustworthy Artificial Intelligence -- AI Assessment Catalog

Jun 20, 2023
Maximilian Poretschkin, Anna Schmitz, Maram Akila, Linara Adilova, Daniel Becker, Armin B. Cremers, Dirk Hecker, Sebastian Houben, Michael Mock, Julia Rosenzweig, Joachim Sicking, Elena Schulz, Angelika Voss, Stefan Wrobel

Viaarxiv icon

Robustness in Fatigue Strength Estimation

Dec 02, 2022
Dorina Weichert, Alexander Kister, Sebastian Houben, Gunar Ernis, Stefan Wrobel

Figure 1 for Robustness in Fatigue Strength Estimation
Figure 2 for Robustness in Fatigue Strength Estimation
Figure 3 for Robustness in Fatigue Strength Estimation
Figure 4 for Robustness in Fatigue Strength Estimation
Viaarxiv icon

Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs

Jun 13, 2022
Nathalie Paul, Tim Wirtz, Stefan Wrobel, Alexander Kister

Figure 1 for Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Figure 2 for Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Figure 3 for Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Figure 4 for Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Viaarxiv icon

Tailored Uncertainty Estimation for Deep Learning Systems

Apr 29, 2022
Joachim Sicking, Maram Akila, Jan David Schneider, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel

Figure 1 for Tailored Uncertainty Estimation for Deep Learning Systems
Figure 2 for Tailored Uncertainty Estimation for Deep Learning Systems
Figure 3 for Tailored Uncertainty Estimation for Deep Learning Systems
Figure 4 for Tailored Uncertainty Estimation for Deep Learning Systems
Viaarxiv icon

Graph Filtration Kernels

Oct 22, 2021
Till Hendrik Schulz, Pascal Welke, Stefan Wrobel

Figure 1 for Graph Filtration Kernels
Figure 2 for Graph Filtration Kernels
Figure 3 for Graph Filtration Kernels
Figure 4 for Graph Filtration Kernels
Viaarxiv icon

Learning Weakly Convex Sets in Metric Spaces

May 10, 2021
Eike Stadtländer, Tamás Horváth, Stefan Wrobel

Figure 1 for Learning Weakly Convex Sets in Metric Spaces
Figure 2 for Learning Weakly Convex Sets in Metric Spaces
Figure 3 for Learning Weakly Convex Sets in Metric Spaces
Viaarxiv icon

A Generalized Weisfeiler-Lehman Graph Kernel

Jan 20, 2021
Till Hendrik Schulz, Tamás Horváth, Pascal Welke, Stefan Wrobel

Figure 1 for A Generalized Weisfeiler-Lehman Graph Kernel
Figure 2 for A Generalized Weisfeiler-Lehman Graph Kernel
Figure 3 for A Generalized Weisfeiler-Lehman Graph Kernel
Figure 4 for A Generalized Weisfeiler-Lehman Graph Kernel
Viaarxiv icon

A Novel Regression Loss for Non-Parametric Uncertainty Optimization

Jan 07, 2021
Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel

Figure 1 for A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Figure 2 for A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Figure 3 for A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Figure 4 for A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Viaarxiv icon

Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties

Dec 23, 2020
Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel

Figure 1 for Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties
Figure 2 for Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties
Figure 3 for Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties
Figure 4 for Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties
Viaarxiv icon

Learning Syllogism with Euler Neural-Networks

Jul 20, 2020
Tiansi Dong, Chengjiang Li, Christian Bauckhage, Juanzi Li, Stefan Wrobel, Armin B. Cremers

Figure 1 for Learning Syllogism with Euler Neural-Networks
Figure 2 for Learning Syllogism with Euler Neural-Networks
Figure 3 for Learning Syllogism with Euler Neural-Networks
Figure 4 for Learning Syllogism with Euler Neural-Networks
Viaarxiv icon