most citedCausal Effect Identification in LiNGAM Models with Latent Confounders

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments

Yaroslav Kivva, Sina Akbari, Saber Salehkaleybar +1

We investigate the estimation of the causal effect of a treatment variable on an outcome in the presence of a latent confounder. We first show that the causal effect is identifiabl…