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Zhuangzhuang Jia

2 accepted papers

2024

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

AAAI 2024technical

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 hiring, loan approval, or bail decisions where outcomes (e.g., career success, loan repayment, recidivism) are only observe…

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