Florian Leiser, M.Sc.
- PhD-Student
- Room: 2C-02
CS 05.20 - Phone: +49 721 608-47680
- Fax: +49 721 608-46581
- florian leiser ∂does-not-exist.kit edu
Kaiserstraße 89
76133 Karlsruhe
Research Interests
Artificial intelligence and machine learning influence every aspect of our modern world. In my opinion, the responsibility of research is to improve the application of these approaches by developing collaborative, privacy-preserving algorithms. These algorithms can be further improved by using already existing expert knowledge which is especially difficult to aquire in the medical sector.
Therefore, my main research interests manifest in
- Informed Machine Learning
- Federated Learning
- Health Information Systems
If you are looking for a final thesis, write me an e-mail or have a look at the list of theses here.
| Title | Project Group | Emblem |
|---|---|---|
| FLAIROP: Federated Learning for Robotic Picking | Ali Sunyaev, Scott Thiebes, Sascha Rank, Florian Leiser |
 |
| NephroCAGE: Nephrology Disease Cooperation between Canada and Germany for Applied AI | Ali Sunyaev, Scott Thiebes, Konstantin Pandl, Florian Leiser |
 |
Publikationsliste
2023
Applying Random Forests in Federated Learning: A Synthesis of Aggregation Techniques
Bodynek, M.; Leiser, F.; Thiebes, S.; Sunyaev, A.
2023. Wirtschaftsinformatik 2023 Proceedings
Bodynek, M.; Leiser, F.; Thiebes, S.; Sunyaev, A.
2023. Wirtschaftsinformatik 2023 Proceedings
From ChatGPT to FactGPT: A Participatory Design Study to Mitigate the Effects of Large Language Model Hallucinations on Users
Leiser, F.; Eckhardt, S.; Knaeble, M.; Mädche, A.; Schwabe, G.; Sunyaev, A.
2023. Mensch und Computer 2023, 81–90, Association for Computing Machinery (ACM)
Leiser, F.; Eckhardt, S.; Knaeble, M.; Mädche, A.; Schwabe, G.; Sunyaev, A.
2023. Mensch und Computer 2023, 81–90, Association for Computing Machinery (ACM)
How Experts Rely on Intuition in Medical Image Annotation – A Study Proposal
Leiser, F.; Warsinsky, S. L.; Schmidt-Kraepelin, M.; Thiebes, S.; Sunyaev, A.
2023. Proceedings NeuroIS Retreat 2023 Vienna, Austria | May 30 - June 1. Ed.: F. Davis, 245–253, Springer
Leiser, F.; Warsinsky, S. L.; Schmidt-Kraepelin, M.; Thiebes, S.; Sunyaev, A.
2023. Proceedings NeuroIS Retreat 2023 Vienna, Austria | May 30 - June 1. Ed.: F. Davis, 245–253, Springer
Understanding the Role of Expert Intuition in Medical Image Annotation: A Cognitive Task Analysis Approach
Leiser, F.; Warsinsky, S.; Daum, M.; Schmidt-Kraepelin, M.; Thiebes, S.; Wagner, M.; Sunyaev, A.
2023. Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS 2023). Ed.: T.X. Bui, 2850–2859
Leiser, F.; Warsinsky, S.; Daum, M.; Schmidt-Kraepelin, M.; Thiebes, S.; Wagner, M.; Sunyaev, A.
2023. Proceedings of the 56th Hawaii International Conference on System Sciences (HICSS 2023). Ed.: T.X. Bui, 2850–2859
2021
What Your Radiologist Might be Missing: Using Machine Learning to Identify Mislabeled Instances of X-ray Images
Rädsch, T.; Eckhardt, S.; Leiser, F.; Pandl, K. D.; Thiebes, S.; Sunyaev, A.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS)
Rädsch, T.; Eckhardt, S.; Leiser, F.; Pandl, K. D.; Thiebes, S.; Sunyaev, A.
2021. Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS)
CV
Florian Leiser is a Ph.D. student and research associate at the Critical Information Infrastructures Research Group.
Education
- Since 09/2021: Ph.D. student at Critical Information Infrastructures Research Group at Karlsruhe Institute of Technology, Germany
- 10/2019 - 07/2021: Master of Science in Information Systems, Karlsruhe Institute of Technology, Germany
- 10/2018 - 10/2019: Student in Information Engineering and Management (Master of Science), Karlsruhe Institute of Technology (discontinued)
- 10/2014 - 06/2018: Bachelor of Science in Information Engineering and Management, Karlsruhe Institute of Technology, Germany
Working Experience
- Since 09/2021: Research Associate, Critical Information Infrastructures Research Group, Karlsruhe Institute of Technology, Germany
- 03/2019 - 02/2020: Student Assistant at CAS Software AG, Karlsruhe, Germany
- 10/2017 - 03/2018: Internship IT-audit and Data Science at Ernst & Young GmbH, Frankfurt, Germany
- 10/2016 - 02/2017: Student Assistant, Institute of Theoretical Informatics, Karlsruhe Institute of Technology, Germany
- 04/2016 - 09/2016: Student Assistant, Institute of Information Systems and Marketing, Karlsruhe Institute of Technology, Germany