Multivariate Distributionally Robust Convex Regression under Absolute Error Loss

Jose Blanchet, Peter W. Glynn, Jun Yan, Zhengqing Zhou

Neural Information Processing Systems 

We minimize over convex functions the maximum (over Wasserstein perturbations of the empirical measure) of the absolute regression errors.

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