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This page is about research in Statistical Physics and Machine Learning. In the teaching section (in french) course materials could be found about my classes.

Last publications -

  • Data quality for the inverse lsing problem [1]
  • Cycle-based Cluster Variational Method for Direct and Inverse Inference [2]
  • A new decimation algorithm for the Ising inverse problem [3]
  • A sampled algorithm combining Monte Carlo and Belief Propagation [4]

2016/2017 teaching -

Architecture de l'informatique (L2 Math-Info)

Vie Artificielle et apprentissage (L2 Math-Info)

Probabilité, Statistique et Théorie de l'information (M1 Info)

Apprentissage (M1 Info)

2015/2016 teaching -

Architecture de l'informatique (L2 Math-Info)

Vie Artificielle et apprentissage (L2 Math-Info)

Probabilité, Statistique et Théorie de l'information (M1 Info)

Apprentissage (M1 Info)

**2014/2015 teaching -**

Architecture de l'informatique (L2 Math-Info)

Vie Artificielle et apprentissage (L2 Math-Info)

Monte-Carlo et Belief Propagation (M2 IAC)

Base de données (L2 Math-Info)