About Me

I am an assistant professor in the Data Science department at EURECOM and I hold a junior chair at the 3IA Institute Côte d’Azur.

My current research focuses on the development of machine learning techniques that can be safely deployed in high risk domains, such as healthcare, by addressing data complexity, low tolerance to errors and poor reproducibility.

My research agenda is structured around three axis:

  1. Interactive machine learning for data handling
  2. Error assessment to assist high-risk decisions
  3. Definition and setup of evaluation and validation frameworks.

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