Stability of feature selection in classification issues for high-dimensional correlated data. - Émeline Perthame; Chloé Friguet; David Causeur (Stat. Comput., 2016)

Inverse regression approach to robust nonlinear high-to-low dimensional mapping. - Émeline Perthame; Florence Forbes; Antoine Deleforge (J. Multivar. Anal., 2018)

Prediction regions through Inverse Regression. - Emilie Devijver; Émeline Perthame (J. Mach. Learn. Res., 2020)