Christoph Wehner

Research Assistant (Doctoral Candidate)

Office: WE5/04.027
Consultation hour: by appointment

Phone: +49 951 863 2883
Email: christoph.wehner(at)uni-bamberg.de

Curriculum Vitae

since 11/2021Research Assistant in the project KIProQua founded by BayVFP at Cognitive Systems Group, Faculty of Information Systems and Applied Computer Sciences, Otto-Friedrich-Universität Bamberg, Germany
04/2019 - 10/2021Computing in the Humanities at the Faculty of Information Systems and Applied Computer Sciences, Otto-Friedrich-Universität Bamberg, Germany (Master of Science)
04/2018 - 09/2018Internship at the Innovation Strategy and Research Funding Department of Schaeffler Technologies AG & Co. KG
09/2014 - 03/2019Philosophy & Economics at the Faculty of Humanities & Social Sciences, University Bayreuth, Germany (Bachelor of Arts)

Research

How to incorporate human knowledge and preferences in machine learning methods?

Main Research Interests

  • Interactive and Interpretable Machine Learning on Knowledge Graphs

Methods

  • Knowledge Graphs Embeddings
  • Attribution Methods
  • Game Theory
  • Preference-Based Learning

Advised Student Theses

  • Evaluating the Faithfulness of XAI Attribution Methods -- End-To-End Testing Pipeline of Relevance-Based Attribution Methods on Computer Vision Foundation Models by Bartu Soykök

Are you interested in writing your thesis on one of the latter topics? And you want to solve real-world problems regarding root-cause detection in the production line of electric vehicle batteries?
Then feel free to contact me!

Publications

TBA

Activities

  • ICPRAI2022 Doctoral Consortium in Paris, France
  • DeepLearn Summer School 2022 in Las Palmas de Gran Canaria, Spain