Erwan SCORNET

LPSM
...
  • Professor
  • LPSM - Laboratoire de Probabilités, Statistique et Modélisation
  • erwan.scornet@polytechnique.edu
  • Open link
    https://erwanscornet.github.io/
  • Communities
    Mathematics, Computer Science & Robotics
  • Expertise
    Data analysis
    Decision making
    Deep learning
    Ethics
    Interpretability
    Machine learning
    Mathematical models
    Pattern recognition
    Precision medicine
    Statistical learning

Awards

Prix Jacques Neveu 2016

Selected publications

  1. Scornet, E., Biau, G. and Vert, J.-P. (2015). Consistency of random forests, The Annals of Statistics, Vol. 43, pp. 1716-1741 (Supplementary materials ).
  2. Biau, G., Scornet, E. (2016). A Random Forest Guided Tour, TEST, Vol. 25, pp. 197-227. (Discussion )
  3. Trees, forests, and impurity-based variable importance
  4. Generalizing a causal effect: sensitivity analysis and missing covariates
  5. What's a good imputation to predict with missing values?

Industrial collaborations

CIFRE (Safran, Artefact)