Minimax Linear Regression under the Quantile Risk

Ayoub El Hanchi, Chris J. Maddison, Murat A. Erdogdu

We study the problem of designing minimax procedures in linear regression under the quantile risk. We start by considering the realizable setting with independent Gaussian noise, w…