Alizée Pace, MSc MPhil

PhD Student

ETH AI Center
ETH Zürich
Department of Computer Science
Universitätsstrasse 6
8092 Zürich
CAB E 77.1

My research interests are centred on applications of machine learning and causal inference in medicine. I develop imitation and reinforcement learning methods for treatment prediction and clinical decision support.

I am a Doctoral Fellow at the ETH AI Center, jointly supervised by Prof. Gunnar Rätsch of the BMI group and Prof. Bernhard Schölkopf, leader the Empirical Inference group at the Max-​Planck Institute for Intelligent Systems (Tübingen, Germany). Prior to my PhD, I led a project on imitation learning for clinical decision-making with Prof. Mihaela van der Schaar at the University of Cambridge. My professional experience also includes medical device development for stroke treatment, sensor-assisted surgery and 3D-printed heart stents, as well as software engineering at CERN. In parallel, I studied Physics, Materials Science and Machine Learning at Cambridge.

Please see my personal website for further information.