Achille Salaün

Achille Salaün

PhD in Computational Mathematics

I am a graduate Télécom Paris engineer since 2017. Notably, I followed the EURECOM cursus where I specialised in Data Science from 2015-2017. In 2021, I received a PhD in computational mathematics (mathématiques aux interfaces in French) from the Institut Polytechnique de Paris. This was an industrial PhD (CIFRE) with Télécom SudParis (SAMOVAR) and Nokia Bell Labs supervised by , , , and . During that time, I focused on alarm prediction in telecommunication networks via space-time pattern matching and machine learning, aiming to provide experts with tools to understand how failures cascade across telecommunication networks.

Currently, I work as a postdoc at the Oxford Institute of Biomedical Engineering (part of the Department of Engineering of the University of Oxford), within the CHI Lab. With , , and , I develop interpretable AI tools to support clinical decisions in organ transplantation.

Feel free to reach out to me at .

Interests
  • Machine Learning
  • Interpretability
  • Pattern matching
  • Generative models
Education
  • PhD in Computational Mathematics, 2017-2021

    Institut Polytechnique de Paris

  • Master's degree in Data Science and Engineering, 2015-2017

    EURECOM

  • Diplôme d'ingénieur, 2014-2017

    Télécom Paris

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