Léonard Torossian

Dear visitor,

I recently completed my PhD in applied mathematics at I.N.R.A (MIAT unit) and Université Paul Sabatier (IMT) under the supervision of R.Faivre, A.Garivier and V.Picheny. My PhD thesis is at the interplay between Machine Learning, statistics, optimization and computer experiments.

I am working on :

  • Quantile and expectile regression
  • Bayesian and Bandits optimization for quantiles, CVaR and expectiles
  • Variational inference

Beside that, I am deeply interested in computational neuroscience and healthcare issues.

Contact :

Unité de Mathématiques et Informatique Appliquées de Toulouse

INRA, Auzeville

BP 52627



  • e-mail : leonard.torossian@inra.fr

Institut Mathématique de Toulouse

Université Paul Sabatier

Bureau 301, bâtiment 1R3

118 route de Narbonne,

31062 Toulouse cedex 9, FRANCE :

  • e-mail : leonard.torossian@math.univ-toulouse.fr