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Sait Cakmak
Sait Cakmak
Research Scientist, Meta
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Bayesian Optimization of Risk Measures
S Cakmak, R Astudillo Marban, P Frazier, E Zhou
Advances in Neural Information Processing Systems 33, 2020
532020
Robust multi-objective bayesian optimization under input noise
S Daulton, S Cakmak, M Balandat, MA Osborne, E Zhou, E Bakshy
International Conference on Machine Learning, 4831-4866, 2022
272022
Contextual ranking and selection with gaussian processes
S Cakmak, E Zhou, S Gao
2021 Winter Simulation Conference (WSC), 1-12, 2021
102021
Solving Bayesian risk optimization via nested stochastic gradient estimation
S Cakmak, D Wu, E Zhou
IISE Transactions, 1-13, 2021
102021
Contextual Ranking and Selection with Gaussian Processes and Optimal Computing Budget Allocation
S Cakmak, Y Wang, S Gao, E Zhou
ACM Transactions on Modeling and Computer Simulation 34 (2), 1-24, 2024
12024
Simulation optimization in the presence of environmental variables
S Cakmak
Georgia Institute of Technology, 2022
2022
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Artículos 1–6