Multivariate Distributionally Robust Convex Regression under Absolute Error Loss

Jose Blanchet, Peter W. Glynn, Jun Yan +1

This paper proposes a novel non-parametric multidimensional convex regression estimator which is designed to be robust to adversarial perturbations in the empirical measure. We min…