The authors propose Demographic Parity-aware Individualized Treatment Rules using covariance and nonlinear proxy constraints, reformulated as convex quadratic programming with consistency and risk-bound guarantees.
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Demographic Parity-aware Individualized Treatment Rules
The authors propose Demographic Parity-aware Individualized Treatment Rules using covariance and nonlinear proxy constraints, reformulated as convex quadratic programming with consistency and risk-bound guarantees.