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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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ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM
Ariafar, Setareh, Coll-Font, Jaume, Brooks, Dana, Dy, Jennifer
Published in Journal of machine learning research (01.01.2019)
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Published in Journal of machine learning research (01.01.2019)
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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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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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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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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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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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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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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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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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BOATMAP: Bayesian Optimization Active Targeting for Monomorphic Arrhythmia Pace-mapping
Meisenzahl, Casey, Gillette, Karli, Prassl, Anton J., Plank, Gernot, Sapp, John L., Wang, Linwei
Published in Computers in biology and medicine (01.11.2024)
Published in Computers in biology and medicine (01.11.2024)
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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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A Bayesian optimization approach for rapidly mapping residual network function in stroke
Lorenz, Romy, Johal, Michelle, Dick, Frederic, Hampshire, Adam, Leech, Robert, Geranmayeh, Fatemeh
Published in Brain (London, England : 1878) (17.08.2021)
Published in Brain (London, England : 1878) (17.08.2021)
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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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Effective Connectivity Estimation by a Hybrid Neural Network, Empirical Wavelet Transform, and Bayesian Optimization
Esmaeil-Zadeh, Milad, Fattahi, Morteza, Soltani-Gol, Mohammad, Rostami, Reza, Soltanian-Zadeh, Hamid
Published in IEEE journal of biomedical and health informatics (01.10.2024)
Published in IEEE journal of biomedical and health informatics (01.10.2024)
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