Ryan Thompson

Structure Learning on Clustered Data

Ryan Thompson, Matt P. Wand, Veerabhadran Baladandayuthapani

Recent algorithmic advances have made directed acyclic graph (DAG) structure learning scalable for causal discovery. Yet, the currently available techniques assume a completely homogeneous population, precluding their application to clustered data where cluster-specific variation…Read more