SCORNET Erwan

Professor
[email protected]
https://erwanscornet.github.io/
Laboratoire de Probabilités, Statistique et Modélisation LPSM (UMR 8001)

Expertise

Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.

Communities
Mathematics, Computer Science & Robotics
Skills
Data analysis, Decision making, Deep learning, Ethics, Interpretability, Machine learning, Mathematical models, Pattern recognition, Precision medicine, Statistical learning

Activities

Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.

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)

Projects

Explore the specific interdisciplinary initiatives — ranging from industrial and European collaborations to innovative doctoral research — where our members apply their expertise to address the scientific challenges of tomorrow.

National project

RESPONSIBLE.AI

National project

SORBONNE.AI