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Discovering and Exploiting Additive Structure for Bayesian Optimization

Jacob R. Gardner, Chuan Guo, Kilian Q. Weinberger, Roman Garnett, Roger Grosse. Discovering and Exploiting Additive Structure for Bayesian Optimization. In Aarti Singh, Xiaojin (Jerry) Zhu, editors, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017, 20-22 April 2017, Fort Lauderdale, FL, USA. Volume 54 of JMLR Workshop and Conference Proceedings, pages 1311-1319, JMLR.org, 2017. [doi]

Authors

Jacob R. Gardner

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Chuan Guo

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Kilian Q. Weinberger

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Roman Garnett

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Roger Grosse

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