28 citations · 152 across the 19 of their papers we have counts for
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cs.LG2023★ 1 cited
Fair Causal Feature Selection
Zhaolong Ling, Enqi Xu, Peng Zhou +3
Fair feature selection for classification decision tasks has recently garnered significant attention from researchers. However, existing fair feature selection algorithms fall shor…
cs.LG2023★ 1 cited
Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion
Ziqi Xu, Debo Cheng, Jiuyong Li +3
An essential problem in causal inference is estimating causal effects from observational data. The problem becomes more challenging with the presence of unobserved confounders. Whe…