Data-driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information

Yiyang Zhang, Junyi Liu, Xiaobo Zhao

Focusing on stochastic programming (SP) with covariate information, this paper proposes an empirical risk minimization (ERM) method embedded within a nonconvex piecewise affine dec…