Mickaël Binois, David Ginsbourger, Olivier Roustant. A Warped Kernel Improving Robustness in Bayesian Optimization Via Random Embeddings. In Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion, editors, Learning and Intelligent Optimization - 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers. Volume 8994 of Lecture Notes in Computer Science, pages 281-286, Springer, 2015. [doi]
Abstract is missing.