Learning Sigmoid Belief Networks via Monte Carlo Expectation Maximization

Zhao Song, Ricardo Henao, David E. Carlson, Lawrence Carin. Learning Sigmoid Belief Networks via Monte Carlo Expectation Maximization. In Arthur Gretton, Christian C. Robert, editors, Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016. Volume 51 of JMLR Workshop and Conference Proceedings, pages 1347-1355, JMLR.org, 2016. [doi]

Authors

Zhao Song

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Ricardo Henao

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David E. Carlson

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Lawrence Carin

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