Erich Kummerfeld
Scholar

Erich Kummerfeld

Google Scholar ID: bPHfZLcAAAAJ
Research Assistant Professor, Institute for Health Informatics, University of Minnesota
CausalityLatent VariablesMachine LearningPhilosophy of Science
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Citations & Impact
All-time
Citations
835
 
H-index
17
 
i10-index
23
 
Publications
20
 
Co-authors
0
 
Publications
3 items
Sensitivity Analysis of the Consistency Assumption
2025
Cited
0
Prompt Optimization and Evaluation for LLM Automated Red Teaming
2025
Cited
0
An extensive simulation study evaluating the interaction of resampling techniques across multiple causal discovery contexts
2025
Cited
0
Resume
Academic Achievements
  • - Published dozens of papers in top international journals such as Nature
  • - Received the Second Prize for National Science and Technology Progress
  • - Holds three invention patents
Research Experience
  • - Senior Researcher, ZZ Institute, 2020 to present
  • - Participated in multiple national research projects including Intelligent Transportation Systems and Medical Health Data Analysis
Education
  • - Ph.D., XX University, Department of Computer Science, 2015-2020, Advisor: Prof. Zhang
  • - M.S., YY University, School of Information Technology, 2012-2015
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Specialization: Computer Science
  • - Brief Introduction: Focused on developing intelligent systems that solve real-world problems.
Miscellany
  • - Hobbies: Reading science fiction, running
  • - Other: Actively involved in science popularization activities, dedicated to improving public understanding of AI technology