Unbiased Objective Estimation in Predictive Optimization

Shinji Ito, Akihiro Yabe, Ryohei Fujimaki

Abstract: For data-driven decision-making, one promising approach, called predictive optimization, is to solve maximization problems i n which the objective function to be maximized is estimated from data. P...