Estimating Treatment Effects with Observed Confounders and Mediators

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Estimating Treatment Effects with Observed Confounders and Mediators

26 March 2020

Zachary Chase Lipton

David Benjamin Childers

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Papers citing "Estimating Treatment Effects with Observed Confounders and Mediators"

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Title
Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-adherence Winston Chen Trenton Chang Jenna Wiens CML 68 0 0 08 May 2025
Efficient Online Estimation of Causal Effects by Deciding What to Observe Shantanu Gupta Zachary Chase Lipton David Benjamin Childers CML 83 19 0 20 Aug 2021
Efficient least squares for estimating total effects under linearity and causal sufficiency By F. Richard Guo Emilija Perković CML 95 13 0 08 Aug 2020
Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains James Bannon Bradford T. Windsor Wenbo Song Tao Li CML OOD OffRL 73 20 0 03 Jun 2020