Preprint
Aug 2026
Joint Causal Structure and Cluster Discovery Using Variational Inference
A novel approach based on variational inference to simultaneously infer both the latent clusters and causal structures is presented and an approximate posterior over clusters and graph-structure is learned by considering variational distributions based on categorical and Bernoulli models.
Avni Rajpal, Anubhav Kumar, Rishabh Karnad et al.
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