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Jose Pablo Folch
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Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization
JP Folch, RM Lee, B Shafei, D Walz, C Tsay, M van der Wilk, R Misener
Computers & Chemical Engineering 172, 108194, 2023
172023
SnAKe: Bayesian optimization with pathwise exploration
JP Folch, S Zhang, R Lee, B Shafei, D Walz, C Tsay, M van der Wilk, ...
Advances in Neural Information Processing Systems 35, 35226-35239, 2022
112022
Practical Path-based Bayesian Optimization
JP Folch, J Odgers, S Zhang, RM Lee, B Shafei, D Walz, C Tsay, ...
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023
22023
Transition Constrained Bayesian Optimization via Markov Decision Processes
JP Folch, C Tsay, RM Lee, B Shafei, W Ormaniec, A Krause, ...
arXiv preprint arXiv:2402.08406, 2024
2024
Gaussian Processes for Monitoring Air-Quality in Kampala
C Stoddart, L Shrack, R Sserunjogi, U Abdul-Ganiy, E Bainomugisha, ...
NeurIPS 2023 Workshop: Tackling Climate Change with Machine Learning, 2023
2023
Design of Flow Chemistry Experiments Using Batch Bayesian Optimization
JP Folch, C Tsay, M van der Wilk, B Shafei, D Walz, A Niederle, R Misener
2021 AIChE Annual Meeting, 2021
2021
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Articles 1–6