Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models

Raj Agrawal, Caroline Uhler, Tamara Broderick. Minimal I-MAP MCMC for Scalable Structure Discovery in Causal DAG Models. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 89-98, JMLR.org, 2018. [doi]

Abstract

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