Tom Wollschläger
Scholar

Tom Wollschläger

Google Scholar ID: uonQcWoAAAAJ
PhD Student in Machine Learning, TUM
machine learninggraph neural networksquantum machine learninguncertainty and robustness
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Citations & Impact
All-time
Citations
196
 
H-index
8
 
i10-index
7
 
Publications
18
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
3 items
The Illusion of Certainty: Uncertainty quantification for LLMs fails under ambiguity
2025
Cited
0
Diffusion LLMs are Natural Adversaries for any LLM
2025
Cited
0
What Expressivity Theory Misses: Message Passing Complexity for GNNs
2025
Cited
0
Resume (English only)
Research Experience
  • Member of the Department of Informatics - I26 at Technical University of Munich
Background
  • Research Focus: robustness and uncertainty in machine learning, machine learning for graphs and molecules, quantum computing for machine learning
Co-authors
6 total
Stephan Günnemann
Stephan Günnemann
Professor of Computer Science, Technical University of Munich
Johannes Gasteiger, né Klicpera
Johannes Gasteiger, né Klicpera
Anthropic
Nicholas Gao
Nicholas Gao
Technical University of Munich
Jeanette Lorenz
Jeanette Lorenz
Head of Department @ Fraunhofer IKS, Munich || Associate Professor
Nicola Franco
Nicola Franco
Institute of AI for Industry AI4I
Bertrand Charpentier
Bertrand Charpentier
Pruna AI, Ex-Technical University of Munich, Ex-Twitter