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Maximilien Dreveton

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Maximilien Dreveton

Postdoctoral Researcher at EPFL

    Contact details

    bureau  maximilien.dreveton@gmail.com
    INRIA Sophia Antipolis - NEO Team
    Maximilien Dreveton
    Nice, France

                  

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About Me

I am a postdoctoral researcher at INDY Lab, in EPFL, supervised by Patrick Thiran and Matthias Grossglauser. My research interests involve complex networks, especially graph clustering and semi-supervised machine learning. I obtained my PhD in Computer Science in 2022 from Inria Sophia Antipolis, under the supervision of Konstantin Avratchenkov.

My Experience

Postdoctoral Researcher (2022 – current)

Computer Science PhD student (2018 – 2022)

Subject of interest : Community detection & random graphs. My researches focus on three areas:...

Mathematic teacher (2016 – 2018)

Mathematics teacher in a french high school September 2016 – August 2018

Education

PhD in Computer Science (2022)

Agrégation de Mathématiques (2016)

Agrégation is the highest degree of teaching certification in France, Master level. Prepared at University...

Bachelor (2013) and Master (2015) in Physics

Master in Statistical and Computational Physics from ENS Lyon, with a semester at La Sapienza...

My publications

  • All
  • Books & Thesis
  • Research papers
  • Preprints

Statistical Analysis of Networks

Graph clustering and semi-supervised learning of non-binary, temporal and geometric networks

Recovering Communities in Temporal Networks Using Persistent Edges

Estimation of Static Community Memberships from Temporal Network Data

Almost exact recovery in noisy semi-supervised learning

Higher-Order Spectral Clustering for Geometric Graphs

Almost Exact Recovery in Label Spreading

Leçons pour l’agrégation de mathématiques – Préparation à l’oral.

View All Publications

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