## Principal Investigator 
--- ## Postdoctoral Researchers --- ## PhD Students --- ## Master's Students--- ## Alumni
Prof. Dr. Niki Kilbertus
Group Leader
Niki Kilbertus leads the research group on trustworthy machine learning. His work focuses on causal inference, fairness in machine learning, and privacy-preserving methods.
Dr. Jane Smith
Postdoctoral Researcher
Jane's research focuses on causal discovery and interventional reasoning in complex systems.
Alice Mueller
PhD Student (since 2021)
Alice works on fairness-aware machine learning with applications in healthcare decision systems.
Bob Chen
PhD Student (since 2022)
Bob researches privacy-preserving federated learning and differential privacy guarantees.
Clara Vogel
PhD Student (since 2023)
Clara focuses on Bayesian methods for causal inference and uncertainty quantification.
David Park
Master's Student
David is working on his thesis on robust causal effect estimation under distribution shift.
| Name | Role | Thesis / Project | Current Position |
|---|---|---|---|
| Dr. Eva Fischer | PhD Alumni | Algorithmic Fairness under Causal Constraints | Research Scientist, XYZ Labs |
| Felix Wagner | Master's Alumni | Causal Structure Learning for Time-Series Data | PhD Student, ETH Zürich |