most citedFairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results

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cs.LG2022

Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery

Aida Rahmattalabi, Phebe Vayanos, Kathryn Dullerud +1

We study the problem of learning, from observational data, fair and interpretable policies that effectively match heterogeneous individuals to scarce resources of different types.…