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Found 3 papers, 2 papers with code
Pragmatic Fairness: Developing Policies with Outcome Disparity Control
We introduce a causal framework for designing optimal policies that satisfy fairness constraints.
Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data
It is known that under i.\, i.\, d assumption, even with infinite data, there is a limit to how fine-grained a causal structure we can identify.
Enhanced Doubly Robust Learning for Debiasing Post-click Conversion Rate Estimation
Based on it, a more robust doubly robust (MRDR) estimator has been proposed to further reduce its variance while retaining its double robustness.
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