My research focuses on the development of theoretically sound algorithms for sequential decision tasks with weakly supervised feedback,
e.g., preference information or censored observations, with automated algorithm configuration and medicine being the main application areas.
Additionally, I am also interested in studying fundamental properties for quantifying uncertainty as well as investigating research questions in cooperative game theory.