Automatic control variates for option pricing using neural networks. - Zineb El Filali Ech-Chafiq; Jérôme Lelong; Adil Reghai (Monte Carlo Methods Appl., 2021)

Some applications of machine learning in finance. (Quelques applications de l'apprentissage automatique en finance). - Zineb El Filali Ech-Chafiq (2022)

Pricing Bermudan Options Using Regression Trees/Random Forests. - Zineb El Filali Ech-Chafiq; Pierre Henry-Labordère; Jérôme Lelong (SIAM J. Financial Math., 2023)