Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization

Xingyou Song, Sagi Perel, Chansoo Lee, Greg Kochanski, Daniel Golovin. Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization. In Isabelle Guyon, Marius Lindauer, Mihaela van der Schaar, Frank Hutter, Roman Garnett, editors, International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA. Volume 188 of Proceedings of Machine Learning Research, PMLR, 2022. [doi]

Abstract

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