Distributionally Robust Linear Regression With Block Lewis Weights

Naren Sarayu Manoj, Kumar Kshitij Patel

We present an algorithm for the group distributionally robust (GDR) least squares problem. Given $m$ groups, a parameter vector in ${\mathbb{R}}^d$, and stacked design matrices and r…