Stefan Wrobel

Full Professor, Rheinische Friedrich-Wilhelms-Universität Bonn, Rheinische Friedrich-Wilhelms Universität Bonn

Joined

July 2019

Names

Stefan Wrobel

Emails

****@iais.fraunhofer.de (Confirmed)

****@b-it.uni-bonn.de

Personal Links

Google Scholar

DBLP

Career & Education History

Full Professor

Rheinische Friedrich-Wilhelms-Universität Bonn, Rheinische Friedrich-Wilhelms Universität Bonn (cs.uni-bonn.de)

2002 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning to Rank Features to Enhance Graph Neural Networks for Graph Classification
Fouad Alkhoury, Tamas Horvath, Christian Bauckhage, Stefan Wrobel
- Accepted by TMLR
- Readers: Everyone
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions
Sujan Sai Gannamaneni, Rohil Prakash Rao, Michael Mock, Maram Akila, Stefan Wrobel
- Accepted by TMLR
- Readers: Everyone
Applications of the Graph Tukey Depth
Florian Seiffarth, Tamas Horvath, Stefan Wrobel
- 23 Jun 2022 (modified: 05 May 2023)
- ECMLPKDD 2022 Workshop MLG Submission
- Readers: Everyone
Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Nathalie Paul, Alexander Kiser, Tim Wirtz, Stefan Wrobel
- Published: 25 Apr 2022, Last Modified: 05 May 2023
- ICLR 2022 Workshop on Gamification and Multiagent Solutions
- Readers: Everyone
A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Joachim Sicking, Maram Akila, Maximilian Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel
- Published: 21 Dec 2020, Last Modified: 20 Apr 2025
- AABI2020
- Readers: Everyone
Second-Moment Loss: A Novel Regression Objective for Improved Uncertainties
Joachim Sicking, Maram Akila, Maximilian Alexander Pintz, Tim Wirtz, Asja Fischer, Stefan Wrobel
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
One click mining: interactive local pattern discovery through implicit preference and performance learning
Mario Boley, Michael Mampaey, Bo Kang, Pavel Tokmakov, Stefan Wrobel
- 2013 (modified: 12 Nov 2022)
- IDEA@KDD 2013
- Readers: Everyone
Frequent subgraph mining in outerplanar graphs
Tamás Horváth, Jan Ramon, Stefan Wrobel
- 2006 (modified: 12 Nov 2022)
- KDD 2006
- Readers: Everyone
Efficient co-regularised least squares regression
Ulf Brefeld, Thomas Gärtner, Tobias Scheffer, Stefan Wrobel
- 2006 (modified: 11 Nov 2022)
- ICML 2006
- Readers: Everyone
Cyclic pattern kernels for predictive graph mining
Tamás Horváth, Thomas Gärtner, Stefan Wrobel
- 2004 (modified: 12 Nov 2022)
- KDD 2004
- Readers: Everyone

View all 16 publications

Co-Authors

View all 27 co-authors