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Human-in-the-loop Bayesian optimization of wearable device parameters
Kim, Myunghee, Ding, Ye, Malcolm, Philippe, Speeckaert, Jozefien, Siviy, Christoper J., Walsh, Conor J., Kuindersma, Scott
Published in PloS one (19.09.2017)
Published in PloS one (19.09.2017)
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Journal Article
Multi-objective constrained Bayesian optimization for structural design
Mathern, Alexandre, Steinholtz, Olof Skogby, Sjöberg, Anders, Önnheim, Magnus, Ek, Kristine, Rempling, Rasmus, Gustavsson, Emil, Jirstrand, Mats
Published in Structural and multidisciplinary optimization (01.02.2021)
Published in Structural and multidisciplinary optimization (01.02.2021)
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Journal Article
Dependence in constrained Bayesian optimization
Zhang, Shiqiang, Lee, Robert M, Shafei, Behrang, Walz, David, Misener, Ruth
Published in Optimization letters (01.07.2024)
Published in Optimization letters (01.07.2024)
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Journal Article
Generalizing Transfer Bayesian Optimization to Source-Target Heterogeneity
Min, Alan Tan Wei, Gupta, Abhishek, Ong, Yew-Soon
Published in IEEE transactions on automation science and engineering (01.10.2021)
Published in IEEE transactions on automation science and engineering (01.10.2021)
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Journal Article
Online Bayesian optimization of vagus nerve stimulation
Wernisch, Lorenz, Edwards, Tristan, Berthon, Antonin, Tessier-Lariviere, Olivier, Sarkans, Elvijs, Stoukidi, Myrta, Fortier-Poisson, Pascal, Pinkney, Max, Thornton, Michael, Hanley, Catherine, Lee, Susannah, Jennings, Joel, Appleton, Ben, Garsed, Phillip, Patterson, Bret, Buttinger, Will, Gonshaw, Samuel, Jakopec, Matjaž, Shunmugam, Sudhakaran, Mamen, Jorin, Tukiainen, Aleksi, Lajoie, Guillaume, Armitage, Oliver, Hewage, Emil
Published in Journal of neural engineering (01.04.2024)
Published in Journal of neural engineering (01.04.2024)
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Journal Article
Control co-design of commercial building chiller plant using Bayesian optimization
Bhattacharya, Arnab, Vasisht, Soumya, Adetola, Veronica, Huang, Sen, Sharma, Himanshu, Vrabie, Draguna L.
Published in Energy and buildings (01.09.2021)
Published in Energy and buildings (01.09.2021)
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Journal Article
Constrained Bayesian optimization with a cardiovascular application
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences
(07.08.2024)
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Journal Article
Regulating mobility-on-demand services: Tri-level model and Bayesian optimization solution approach
Dandl, Florian, Engelhardt, Roman, Hyland, Michael, Tilg, Gabriel, Bogenberger, Klaus, Mahmassani, Hani S.
Published in Transportation research. Part C, Emerging technologies (01.04.2021)
Published in Transportation research. Part C, Emerging technologies (01.04.2021)
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Journal Article
Dependence in constrained Bayesian optimization: When do we need it and how does it help?
Zhang, Shiqiang, Lee, Robert M., Shafei, Behrang, Walz, David, Misener, Ruth
Published in Optimization letters (01.07.2024)
Published in Optimization letters (01.07.2024)
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Journal Article
Bayesian optimization of tacrolimus exposure in stable kidney transplant patients
Published in Pharmacotherapy
(01.10.2023)
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Journal Article
Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization
Lorenz, Romy, Simmons, Laura E., Monti, Ricardo P., Arthur, Joy L., Limal, Severin, Laakso, Ilkka, Leech, Robert, Violante, Ines R.
Published in Brain stimulation (01.11.2019)
Published in Brain stimulation (01.11.2019)
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Journal Article
SAFE-OPT: a Bayesian optimization algorithm for learning optimal deep brain stimulation parameters with safety constraints
Cole, Eric R, Connolly, Mark J, Ghetiya, Mihir, Sendi, Mohammad E S, Kashlan, Adam, Eggers, Thomas E, Gross, Robert E
Published in Journal of neural engineering (01.08.2024)
Published in Journal of neural engineering (01.08.2024)
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Journal Article
A stochastic framework using Bayesian optimization algorithm to assess the network-level societal impacts of connected and autonomous vehicles
Fakhrmoosavi, Fatemeh, Kamjoo, Ehsan, Kavianipour, Mohammadreza, Zockaie, Ali, Talebpour, Alireza, Mittal, Archak
Published in Transportation research. Part C, Emerging technologies (01.06.2022)
Published in Transportation research. Part C, Emerging technologies (01.06.2022)
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Journal Article
Bayesian optimization assisted meal bolus decision based on Gaussian processes learning and risk-sensitive control
Cai, Deheng, Liu, Wei, Ji, Linong, Shi, Dawei
Published in Control engineering practice (01.09.2021)
Published in Control engineering practice (01.09.2021)
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Journal Article