Minimax Additive Regression under Unknown Dependent Designs

Baptiste Ferrere, Fabrice Gamboa, Jean-Michel Loubes

We study additive regression under an unknown and potentially non product design distribution, allowing the number of covariates to grow with the sample size. We consider a coupled…