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Dana Angluin, James Aspnes, Jiang Chen, David Eisenstat, Lev Reyzin. Learning Acyclic Probabilistic Circuits Using Test Paths. Journal of Machine Learning Research, 10:1881-1911, 2009. [doi]
Abstract is missing.