works on
causal discovery 1heterogeneous populations 1latent confounding 1mixture models 1rank-based identification 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Causal Discovery in Mixtures of Populations

Bijan Mazaheri, Spencer Gordon, Yuval Rabani +1

The paper proposes a method to identify causal graphs in data that come from a mixture of a few latent populations, even when a global latent confounder is present, by using rank p…