Learning Fair Policies for Multi-stage Selection Problems from Observational Data

Zhuangzhuang Jia, Grani A. Hanasusanto, Phebe Vayanos +1

We consider the problem of learning fair policies for multi-stage selection problems from observational data. This problem arises in several high-stakes domains such as company hir…