Следене
Raul Astudillo
Заглавие
Позовавания
Позовавания
Година
Bayesian Optimization of Composite Functions
R Astudillo, PI Frazier
36th International Conference on Machine Learning 97, 354-363, 2019
1192019
Bayesian Optimization of Risk Measures
S Cakmak, R Astudillo, P Frazier, E Zhou
arXiv preprint arXiv:2007.05554, 2020
672020
Thinking inside the box: A tutorial on grey-box Bayesian optimization
R Astudillo, PI Frazier
2021 Winter Simulation Conference (WSC), 1-15, 2021
572021
Multi-attribute Bayesian optimization with interactive preference learning
R Astudillo, P Frazier
International Conference on Artificial Intelligence and Statistics, 4496-4507, 2020
542020
Bayesian Optimization of Function Networks
R Astudillo, PI Frazier
35th Conference on Neural Information Processing Systems, 2021
512021
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
352022
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
252022
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
232021
Multi-Attribute Bayesian Optimization under Utility Uncertainty
R Astudillo, PI Frazier
NIPS Workshop on Bayesian Optimization, 2017
222017
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
152023
Active learning-assisted directed evolution
J Yang, RG Lal, JC Bowden, R Astudillo, MA Hameedi, S Kaur, M Hill, ...
Nature Communications 16 (1), 714, 2025
72025
Insight into a two‐part plant breeding scheme through Bayesian optimization of budget allocations
JL Jannink, R Astudillo, P Frazier
Crop Science 65 (1), e21124, 2025
72025
Cost-aware Bayesian optimization via the Pandora's Box Gittins index
Q Xie, R Astudillo, P Frazier, Z Scully, A Terenin
arXiv preprint arXiv:2406.20062, 2024
32024
Preferential Multi-Objective Bayesian Optimization
R Astudillo, K Li, M Tucker, CX Cheng, AD Ames, Y Yue
arXiv preprint arXiv:2406.14699, 2024
3*2024
Bayesian Optimization of Function Networks with Partial Evaluations
P Buathong, J Wan, R Astudillo, S Daulton, M Balandat, PI Frazier
arXiv preprint arXiv:2311.02146, 2023
32023
Multi-Attribute Optimization Under Preference Uncertainty
BA Shah, R Astudillo, PI Frazier
2024 Winter Simulation Conference (WSC), 3241-3252, 2024
2024
Practical Bayesian Algorithm Execution via Posterior Sampling
CX Cheng, R Astudillo, T Desautels, Y Yue
arXiv preprint arXiv:2410.20596, 2024
2024
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
2023
Exploiting Composite Functions in Bayesian Optimization
R Astudillo Marban
2022
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Статии 1–19