I recently finished my PhD which was supervised by Dominik Janzing, Bernhard Schölkopf and Marc Toussaint (still waiting for official title though). Now I'm working as a post-doc at the Empirical Inference department, focusing on the Cafeteria Coordination project.
My research spans several topics within the fields — and in particular at the intersections of — inference, computing, and economics:
causal inference (in particular quasi-experiments and counterfactuals),
time series analysis,
In one sentence, my current main interest lies in the design and analysis of computational inference methods for informed social decision making.
In Proceedings of the 32nd International Conference on Machine Learning, 37, pages: 1917–1925, JMLR Workshop and Conference Proceedings, (Editors: F. Bach and D. Blei), JMLR, ICML, 2015 (inproceedings)
In Proceedings of the 32nd International Conference on Machine Learning, 37, pages: 1898–1906, JMLR Workshop and Conference Proceedings, (Editors: F. Bach and D. Blei), JMLR, ICML, 2015 (inproceedings)
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to use this understanding to design future systems