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Pirot, Guillaume; Krityakierne, Tipaluck; Ginsbourger, David; Renard, Philippe (2019). Contaminant source localization via Bayesian global optimization. Hydrology and earth system sciences, 23(1), pp. 351-369. European Geosciences Union EGU 10.5194/hess-23-351-2019
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
Krityakierne, Tipaluck; Shoemaker, Christine A. (2015). SOMS: SurrOgate MultiStart algorithm for use with nonlinear programming for global optimization. International Transactions in Operational Research, 24(5), pp. 1139-1172. Blackwell 10.1111/itor.12190
Krityakierne, Tipaluck; Ginsbourger, David (2015). Global Optimization with Sparse and Local Gaussian Process Models. In: Pardalos, Panos; Pavone, Mario; Farinella, Giovanni Maria; Cutello, Vincenzo (eds.) Machine Learning, Optimization, and Big Data. Lecture Notes in Computer Science: Vol. 9432 (pp. 185-196). Cham: Springer 10.1007/978-3-319-27926-8_16
Buathong, Poompol; Ginsbourger, David; Krityakierne, Tipaluck (2020). Kernels over Sets of Finite Sets using RKHS Embeddings, with Application to Bayesian (Combinatorial) Optimization. In: Chiappa, Silvia; Calandra, Roberto (eds.) Twenty Third International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research: Vol. 108 (pp. 2731-2741). Online: PMLR
