Tail inverse regression for dimension reduction with extreme response

Anass Aghbalou, François Portier, Anne Sabourin +1

We consider the problem of supervised dimension reduction with a particular focus on extreme values of the target $Y\in \mathbb{R}$ to be explained by a covariate vector $X \in \mat…