Publications

  1. An hybrid stochastic Newton algorithm for logistic regression
    Submitted (2025) with Bernard Bercu and Luis Fredes
  2. A stochastic gradient descent algorithm with random search directions
    Published in Transactions on Machine Learning Research (2025)
  3. On the SAGA algorithm with decreasing step
    Submitted (2024) with Bernard Bercu and Luis Fredes

PhD Topic

Stochastic algorithms in high dimensional with applications in statistical learning
in progress since september 2024 under the direction of B. Bercu and L. Fredes

Talks (conferences and workshops)

  • 2025
  • Journées de Probabilités, Institut de Mathématiques de Marseille (Marseille)
  • Colloque MARGAUx PhD Days 2025, La Rochelle
  • 2024
  • Journées de Probabilités, Institut de Mathématiques de Bordeaux (Bordeaux)