Quantile regression with deep ReLU Networks: Estimators and minimax rates

Oscar Hernan Madrid Padilla, Wesley Tansey, Yanzhen Chen

Quantile regression is the task of estimating a specified percentile response, such as the median, from a collection of known covariates. We study quantile regression with rectifie…