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Binois, Mickaël; Ginsbourger, David; Roustant, Olivier (2020). On the choice of the low-dimensional domain for high-dimensional bayesian optimization using random embeddings. Journal of global optimization, 76(1), pp. 69-90. Springer 10.1007/s10898-019-00839-1
Krityakierne, Tipaluck; Akhtar, Taimoor; Shoemaker, Christine A. (2016). SOP: Parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems. Journal of global optimization, 66(3), pp. 417-437. Springer 10.1007/s10898-016-0407-7