Tag: ica

Estimating Treatment Effects with Independent Component Analysis arXiv:2507.16467v1 Announce Type: new Abstract: The field of causal inference has developed a variety of methods to accurately estimate treatment effects in the presence of nuisance. Meanwhile, the field of identifiability theory has developed methods like Independent Component Analysis (ICA) to identify latent sources and mixing weights from…