Safe Exploration for Optimization with Gaussian Processes

Yanan Sui, Alkis Gotovos, Joel W. Burdick, Andreas Krause. Safe Exploration for Optimization with Gaussian Processes. In Francis R. Bach, David M. Blei, editors, Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015. Volume 37 of JMLR Proceedings, pages 997-1005, JMLR.org, 2015. [doi]

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