12 citations · 19 across the 8 of their papers we have counts for
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cs.LG2021★ 2 cited
Off-Policy Evaluation in Partially Observed Markov Decision Processes under Sequential Ignorability
Yuchen Hu, Stefan Wager
We consider off-policy evaluation of dynamic treatment rules under sequential ignorability, given an assumption that the underlying system can be modeled as a partially observed Ma…
stat.ME2021
Average Direct and Indirect Causal Effects under Interference
Yuchen Hu, Shuangning Li, Stefan Wager
We propose a definition for the average indirect effect of a binary treatment in the potential outcomes model for causal inference under cross-unit interference. Our definition is…