Prof. Dr. Kevin Bauer
Juniorprofessur für E-Business und E-Government
Forschungsschwerpunkte
- Mensch-Maschine-Interaktion
- Menschenzentriertes maschinelles Lernen
- Erklärbare KI (XAI)
- Angewandtes maschinelles Lernen
Lebenslauf
| Seit 2023 | Assistant Professor for E-Business and E-Government, Universität Mannheim |
| Seit 2022 | Lecturer for Applied Deep Learning in Finance, Goethe Business School |
| Seit 2021 | Member of the Academic Advisory Board, Tomorrows Education GmbH |
| Seit 2021 | Lecturer for Technology, Machine Learning, and Data Products content, Tomorrows Education GmbH |
| Seit 2020 | Lecturer and Consultant for Artificial Intelligence (Workshop series on Machine Learning, Deep Learning, Image Recognition, Natural Language Processing, eXplainable AI e.g., with German Bundesbank, European Supervisor Education Initiative, Schwabe Ley & Greiner), TechQuartier Fintech GmbH, Frankfurt |
| Seit 2018 | Fellow, Frankfurt Laboratory for Experimental Economic Research |
| Seit 2018 | Associate, Center for Leadership and Behavior in Organizations |
| 2020–2022 | Postdoctoral Researcher, Leibniz Institute for Financial Research SAFE |
| 2020–2022 | Postdoctoral Researcher, Goethe University, Frankfurt |
| 2018–2019 | Artificial Intelligence Specialist, TechQuartier Fintech GmbH, Frankfurt |
| 2017–2018 | Research/ |
| 2014–2018 | Research/ |
Preise, Auszeichnungen, Ehrungen
- Campana und Schott Award 2021
Ausgewählte Herausgeber-Aktivitäten
- Associate Editor 16th International Conference on Wirtschaftsinformatik 2021
- Associate Editor ICIS 2021
- Associate Editor 17th International Conference on Wirtschaftsinformatik 2022
Ausgewählte Publikationen
- Bauer, K. und Gill, A. (2023). Mirror, mirror on the wall: Algorithmic assessments, transparency, and self-fulfilling prophecies. Information Systems Research : ISR, 35, 2–24.
- Bauer, K., Heigl, R., Hinz, O. und Kosfeld, M. (2023). Feedback loops in machine learning: A study on the interplay of continuous updating and human discrimination. Journal of the Association for Information Systems : JAIS, 25, 804–866.
- Bauer, K., von Zahn, M. und Hinz, O. (2023). Expl(AI)ned: The impact of explainable artificial intelligence on users' information processing. Information Systems Research : ISR, 34, 1582-1602.
- Nofer, M., Bauer, K., Hinz, O., van der Aalst, W. und Weinhardt, C. (2023). Quantum Computing. Business & Information Systems Engineering : BISE, 65, 361–367.