Fuchsgruber, Dominik

1. Energy-based Epistemic Uncertainty for Graph Neural Networks
   2024/06/06 by Fuchsgruber, Dominik, Wollschläger, Tom, Günnemann, Stephan · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Uncertainty for Active Learning on Graphs
   2024/05/02 by Dominik Fuchsgruber, Tom Wollschläger, Fuchsgruber, Dominik +7 · 2 citations
   Computer Science · #Machine Learning and Algorithms
3. The Illusion of Certainty: Uncertainty Quantification for LLMs Fails under Ambiguity
   2025/11/06 by Tim Tomov, Tomov, Tim, Dominik Fuchsgruber +5 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
4. Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
   2024/10/22 by Fuchsgruber, Dominik, Poštuvan, Tim, Günnemann, Stephan +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)