Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization

Long He, Ho-Yin Mak

In this paper, we consider the alignment between an upstream dimensionality reduction task of learning a low-dimensional representation of a set of high-dimensional data and a down…