Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space

José Miguel Hernández-Lobato, James Requeima, Edward O. Pyzer-Knapp, Alán Aspuru-Guzik. Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space. In Doina Precup, Yee Whye Teh, editors, Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017. Volume 70 of JMLR Workshop and Conference Proceedings, pages 1470-1479, JMLR.org, 2017. [doi]

Abstract

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