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Topological Bayesian Optimization with Persistence Diagrams

Tatsuya Shiraishi, Tam Le, Hisashi Kashima, Makoto Yamada. Topological Bayesian Optimization with Persistence Diagrams. In Giuseppe De Giacomo, Alejandro Catalá, Bistra Dilkina, Michela Milano, Senén Barro, Alberto Bugarín, Jérôme Lang, editors, ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020). Volume 325 of Frontiers in Artificial Intelligence and Applications, pages 1483-1490, IOS Press, 2020. [doi]

Authors

Tatsuya Shiraishi

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Tam Le

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Hisashi Kashima

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Makoto Yamada

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