Dr. Fabian Stieler
Research Assistant
Software Methodologies for Distributed Systems
| Phone: | +49 821 598-2471 |
| Email: | fabian.stieler@informatik.uni-augsburginformatik.uni-augsburg.de () |
| Room: | 3005 (N) |
| Open hours: | by arrangement |
| Address: | Universitätsstraße 6a, 86159 Augsburg |
Short Curriculum Vitae
- 2017: Bachelor of Science, Wirtschaftsinformatik
- 2019: Master of Science, Informatik & Informationswirtschaft
- 2024: Doctorate in Natural Sciences
Fields of Research
- Machine Learning Operations (MLOps)
- Explainable Artificial Intelligence (XAI)
- Active Learning (AL)
Mentored Theses
- Reduction of Annotation Effort - A Comparison of Active Learning Frameworks (Bachelorthesis), Original Title: "Reduktion des Annotationsaufwands - Ein Vergleich von Active Learning Frameworks"
- Bias Detection using Interpretable Machine Learning Methods (Bachelorthesis)
- Evaluating Explainability in the Context of Active Learning (Masterthesis)
- Interpretable Machine Learning with ECG Data (Bachelorthesis), Original Title: "Interpretierbares Maschinelles Lernen mit EKG Daten"
- Model Explanations as Quality Gate in Machine Learning Pipelines (Masterthesis)
- Evaluating Explainable AI Algorithms Using Scenario-Based Focus Groups (Masterthesis)
- MLOps in Academia: From Concept to Implementation (Masterthesis)
- Transferability and Adaptation of Established Early Warning Scores to Preclinical Emergency Care Data (Masterthesis)