Shinjon Chakraborty

CaSPECT: Discovering Causally Homogeneous Subgroups via Directed Spectral Clustering

Arghya Pratihar, Shinjon Chakraborty, Swagatam Das

We propose \textbf{CaSPECT}, a causal spectral clustering framework for discovering causally homogeneous subgroups from observational data. Rather than clustering in covariate space, CaSPECT defines similarity through the topology of a learned directed acyclic graph (DAG); a boot…Read more