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Shrenik Zinage

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Preprint Aug 2026

SVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery

SVI-DAG is proposed, a structured variational inference approach to Bayesian causal discovery using observational data and prior beliefs that uses normalizing flows to model dependencies between edges, supporting expressive and multimodal posterior learning over DAGs.

Shrenik Zinage · 0 citations