Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design

Wenlong Lyu, Fan Yang 0001, Changhao Yan, Dian Zhou, Xuan Zeng 0001. Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design. In Jennifer G. Dy, Andreas Krause 0001, editors, Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018. Volume 80 of JMLR Workshop and Conference Proceedings, pages 3312-3320, JMLR.org, 2018. [doi]

Abstract

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