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Tiago da Silva

Mohamed bin Zayed University of Artificial Intelligence

United Arab Emirates

  • Mohamed bin Zayed University of Artificial Intelligence

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Expert-Aided Causal Discovery of Ancestral Graphs

Number of pages: 34 Posted: 15 Jan 2026
Tiago da Silva, Bruna Bazaluk, Eliezer de Souza da Silva, António Góis, Salem Lahlou, Dominik Heider, Samuel Kaski, Diego Mesquita and Adèle Helena Ribeiro
Mohamed bin Zayed University of Artificial Intelligence, affiliation not provided to SSRN, Basque Center for Applied Mathematics, affiliation not provided to SSRN, Mohamed bin Zayed University of Artificial Intelligence, University of Münster, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Münster
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Abstract:

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Probabilistic Causal Discovery, Latent Confounding, Expert in the Loop, GFlowNet, Bayesian Structure Learning, Uncertainty-Aware Knowledge Integration