147 citations · 251 across the 21 of their papers we have counts for
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stat.ME2021★ 3 cited
Federated Estimation of Causal Effects from Observational Data
Thanh Vinh Vo, Trong Nghia Hoang, Young Lee +1
Many modern applications collect data that comes in federated spirit, with data kept locally and undisclosed. Till date, most insight into the causal inference requires data to be…
cs.LG2021
Adaptive Multi-Source Causal Inference
Thanh Vinh Vo, Pengfei Wei, Trong Nghia Hoang +1
Data scarcity is a tremendous challenge in causal effect estimation. In this paper, we propose to exploit additional data sources to facilitate estimating causal effects in the tar…