Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference

Debo Cheng, Yang Xie, Ziqi Xu +5

In causal inference, it is a fundamental task to estimate the causal effect from observational data. However, latent confounders pose major challenges in causal inference in observ…