Fabrice Gamboa

Minimax Additive Regression under Unknown Dependent Designs

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 class that separately controls the smoothness of the marginal densities and of each additive component multiplied by the corresponding marg...