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Raul Astudillo
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Bayesian Optimization of Composite Functions
R Astudillo, PI Frazier
36th International Conference on Machine Learning 97, 354-363, 2019
902019
Bayesian Optimization of Risk Measures
S Cakmak, R Astudillo, P Frazier, E Zhou
arXiv preprint arXiv:2007.05554, 2020
542020
Thinking inside the box: A tutorial on grey-box Bayesian optimization
R Astudillo, PI Frazier
2021 Winter Simulation Conference (WSC), 1-15, 2021
462021
Multi-attribute Bayesian optimization with interactive preference learning
R Astudillo, P Frazier
International Conference on Artificial Intelligence and Statistics, 4496-4507, 2020
412020
Bayesian Optimization of Function Networks
R Astudillo, PI Frazier
35th Conference on Neural Information Processing Systems, 2021
372021
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes
ZJ Lin, R Astudillo, P Frazier, E Bakshy
International Conference on Artificial Intelligence and Statistics, 4235-4258, 2022
242022
Multi‐information source Bayesian optimization of culture media for cellular agriculture
Z Cosenza, R Astudillo, PI Frazier, K Baar, DE Block
Biotechnology and bioengineering 119 (9), 2447-2458, 2022
192022
Multi-Attribute Bayesian Optimization under Utility Uncertainty
R Astudillo, PI Frazier
NIPS Workshop on Bayesian Optimization, 2017
192017
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
R Astudillo, DR Jiang, M Balandat, E Bakshy, PI Frazier
35th Conference on Neural Information Processing Systems, 2021
142021
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
R Astudillo, ZJ Lin, E Bakshy, P Frazier
International Conference on Artificial Intelligence and Statistics, 1093-1114, 2023
62023
Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields
V Mishra, R Astudillo, PI Frazier, F Zhang
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in …, 2023
12023
Bayesian Optimization of Function Networks with Partial Evaluations
P Buathong, J Wan, S Daulton, R Astudillo, M Balandat, PI Frazier
arXiv preprint arXiv:2311.02146, 2023
12023
Preferential Multi-Attribute Bayesian Optimization with Application to Exoskeleton Personalization
R Astudillo, K Li, M Tucker, CX Cheng, A Ames, Y Yue
ICML 2023 Workshop The Many Facets of Preference-Based Learning, 2023
2023
Insight into a two‐part plant breeding scheme through Bayesian optimization of budget allocations
JL Jannink, R Astudillo, P Frazier
Crop Science, 2023
2023
Exploiting Composite Functions in Bayesian Optimization
R Astudillo Marban
2022
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