Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation

Sebastian E. Ament, Carla P. Gomes. Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 500-516, PMLR, 2022. [doi]

Authors

Sebastian E. Ament

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Carla P. Gomes

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