Teaching

  • Convex Analysis and Optimization, M2 Datasciences, Ecole Polytechnique, Télécom Paris, UPSud, ENSAE
  • Stochastic approximation and reinforcement learning, M2 Datasciences, Ecole Polytechnique, Télécom Paris, UPSud, ENSAE
  • Asymptotic statistics, Télécom Paris, M1.
  • Numerical optimization, Télécom Paris, M1.
  • Probability and measure, Télécom Paris, Bs.
  • Large scale machine learning and recommander systems, Télécom Paris, Formation continue

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Material for the course on Convex analysis and convex optimization

Textbook: m2ds

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Material for the course on recommender systems:

https://drive.google.com/file/d/1yySH2TS3UZ3U2fc-fnMdHVEnZ0LUAE8q/view?usp=sharing