Scientific Work

Conference Contributions 

  • »The promises of XAI: Understanding, Explanations, Discovery?« (with Lena Kästner), invited talk for the workshop »Issues in Explainable AI 2: Understanding and Explaining in Healthcare«, May 25, 2021 in Cambridge, United Kingdom (online).
  • »Ethical Issues of Artificial Intelligence«, invited talk at the Colloquium of the Wichmann-Lab, May 18, 2021 in Tübingen, Germany (online).
  • »Philosophy meets computer science: Opening the black box?«, invited talk for the Summer Camp IT and Law, April 10, 2021 in Saarbrücken, Germany.
  • Commentary on the paper »Ideal and Nonideal Justice, Discrimination and the Design of ADM Systems« by Jürgen Sirsch at a Workshop of the »FairAndGoodADM« Project, September 21, 2020 in Kaiserslautern, Germany.
  • »Fair Algorithmic Decision-Making: Unrealizable Dream or Actual Possibility?«, invited talk at the Fraunhofer ITWM Deep Learning Seminar, March 5, 2020 in Kaiserslautern, Germany.
  • »Why Explainable AI Matters Morally« (work with Kevin Baum and Holger Hermanns) as part of the panel »Explainable Intelligent Systems and the Trustworthiness of Artificial Experts«, 27th Annual Meeting of the European Society for Philosophy and Psychology (ESPP 2019), September 5, 2019 in Athens, Greece.
  • »Why Explainable AI Matters Morally« (work with Kevin Baum and Holger Hermanns) as part of the panel »Explainable Intelligent Systems and the Trustworthiness of Artificial Experts«, European Conference for Cognitive Science (EuroCogSci 2019), September 3, 2019 in Bochum, Germany.
  • »Why Explainable AI Matters Morally« (work with Kevin Baum and Holger Hermanns) as part of the panel »Explainable Intelligent Systems and the Trustworthiness of Artificial Experts«, 9th International Conference on Information Law and Ethics (ICIL 2019), July 12, 2019 in Rome, Italy.
  • »Moral(?) Decision-Making of Autonomous Systems under Uncertainty«, Summer School of the 15th Conference of the International Society for Utilitarian Studies (ISUS 2018), July 7, 2019 in Karlsruhe, Germany

Paper Presentations 

  • »What Do We Want From Explainable Artificial Intelligence (XAI)? – A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research«  (presented together with Markus Langer, work with Daniel Oster, Lena Kästner, Holger Hermanns, Eva Schmidt, Andreas Sesing, and Kevin Baum), 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), August 24 and 26, 2021 in Montreal, Canada (Virtual Event).
  • »Explainability as a Non-Functional Requirement« (presented by Maximilian A. Köhl, work with Kevin Baum, Dimitri Bohlender, Markus Langer, and Daniel Oster), 27th IEEE International Requirements Engineering Conference (RE’19), September 25, 2019 on Jeju Island, South Korea.
  • »Towards a Framework Combining Machine Ethics and Machine Explainability« (presented together with Kevin Baum), 3rd Workshop on formal reasoning about Causation, Responsibility, and Explanations in Science and Technology (CREST 2018) as part of the 28th European Joint Conferences on Theory and Practice of Software (ETAPS 2018), April 20, 2018 in Thessaloniki, Greece.
  • »From Machine Ethics to Machine Explainability and Back« (presented by Holger Hermanns, work with Kevin Baum), International Symposium on Artificial Intelligence and Mathematics (ISAIM 2018), January 3, 2018 in Fort Lauderdale, Florida, USA.
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