Jonathan Crabbé

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I am currently doing a PhD in the Department of Applied Mathematics and Theoretical Physics (DAMTP) as part of Machine learning and AI for medicine group led by Prof. Mihaela van der Schaar. The purpose of the thesis is to develop new interpretability methods for Machine Learning models. The notion of interpretability has become central in Machine Learning since the large-scale deployment of Machine Learning models requires trust, which relies heavily on the ability of human beings to understand the predictions of such models.