I received my Bachelor degree at EPFL in Physics, and spent my third year abroad at the Imperial College of London in 2014. I then got my Master at EPFL in “Computational Sciences and Engineering”. My master project was supervised by Prof. Volkan Cevher, and I started my PhD at LIONS in 2017. I finished my PHD in September 2022.
Publications with LIONS
Identifiability and Generalizability from Multiple Experts in Inverse Reinforcement Learning2022. 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, November 28 – December 3, 2022.
Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models2022. 38th International Conference on Machine Learning (ICML), Baltimore, Maryland, USA, July 17-23, 2022.
The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers2021. 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia, December 6-14, 2021.
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics