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cs.LG2025
Learning Fair Policies for Infectious Diseases Mitigation using Path Integral Control
Zhuangzhuang Jia, Hyuk Park, Gökçe Dayanıklı +1
Infectious diseases pose major public health challenges to society, highlighting the importance of designing effective policies to reduce economic loss and mortality. In this paper…
cs.LG2023
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…