Disentangled Representation Learning for Causal Inference with Instruments

Debo Cheng, Jiuyong Li, Lin Liu +4

Latent confounders are a fundamental challenge for inferring causal effects from observational data. The instrumental variable (IV) approach is a practical way to address this chal…