Disentangled Instrumental Variables for Causal Inference with Networked Observational Data

Zhirong Huang, Debo Cheng, Guixian Zhang +3

Instrumental variables (IVs) are crucial for addressing unobservable confounders, yet their stringent exogeneity assumptions pose significant challenges in networked data. Existing…