Chen, Li; Sim, Melvyn; Zhang, Xun; Zhou, Minglong - 2022
We propose a new robust explainable prescriptive analytics framework that minimizes a risk-based objective function under distributional ambiguity by leveraging on the data collected on the past realizations of the uncertain parameters affecting the decision model and the side information that...