3 citations · 6 across the 4 of their papers we have counts for
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cs.LG2023★ 3 cited
Local Causal Discovery for Estimating Causal Effects
Shantanu Gupta, David Childers, Zachary C. Lipton
Even when the causal graph underlying our data is unknown, we can use observational data to narrow down the possible values that an average treatment effect (ATE) can take by (1) i…
cs.LG2021
Efficient Online Estimation of Causal Effects by Deciding What to Observe
Shantanu Gupta, Zachary C. Lipton, David Childers
Researchers often face data fusion problems, where multiple data sources are available, each capturing a distinct subset of variables. While problem formulations typically take the…