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Off-Policy Evaluation for Large Action Spaces via Conjunct Effect Modeling
To circumvent this variance issue, we propose a new estimator, called OffCEM, that is based on the conjunct effect model (CEM), a novel decomposition of the causal effect into a cluster effect and a residual effect.
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