An integrated framework using ensemble hybrid ranking models and monotonicity-based extrapolation enables personalized policy deployment in a constrained two-sided job marketplace, achieving significant target metric improvements with guardrail compliance.
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Personalizing Marketplace Policies with Competing Objectives and Constrained Experiments: Evidence from a Job Marketplace
An integrated framework using ensemble hybrid ranking models and monotonicity-based extrapolation enables personalized policy deployment in a constrained two-sided job marketplace, achieving significant target metric improvements with guardrail compliance.