Raul Astudillo
机构: Postdoctoral Scholar, California Institute of Technology
每年引用次数
引用次数
引用: 367
H-指数: 9
I10-指数 : 9
出版物: 16
Bayesian Optimization of Composite Functions
Peter I. Frazier , Raul Astudillo
arXiv: Machine Learning
3
2019
Multi-Attribute Bayesian Optimization With Interactive Preference Learning
Peter I. Frazier , Raul Astudillo
arXiv: Machine Learning
17
2019
Thinking inside the box: A tutorial on grey-box Bayesian optimization
Raul Astudillo , Peter I Frazier
Smpte Journal 1 -15
14
2021
Bayesian optimization of function networks
Raul Astudillo , Peter Frazier
Advances in neural information processing systems 34 14463 -14475
16
2021
Multi-information source Bayesian optimization of culture media for cellular agriculture
Zachary Cosenza , Raul Astudillo , Peter I Frazier , Keith Baar
Biotechnology and bioengineering 119 ( 9) 2447 -2458
5
2022
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes
Zhiyuan Jerry Lin , Raul Astudillo , Peter I Frazier , Eytan Bakshy
International Conference on Artificial Intelligence and Statistics (AISTATS) 25
24
2022
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
Raul Astudillo , Daniel Jiang , Maximilian Balandat , Eytan Bakshy
Advances in Neural Information Processing Systems (NeurIPS)
14
2021
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
Raul Astudillo , Zhiyuan Jerry Lin , Eytan Bakshy , Peter I Frazier
International Conference on Artificial Intelligence and Statistics (AISTATS) 26
6
2023
Bayesian Optimization of Function Networks with Partial Evaluations
Poompol Buathong , Jiayue Wan , Samuel Daulton , Raul Astudillo
arXiv preprint arXiv:2311.02146
1
2023
Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields
Vivek Mishra , Raul Astudillo , Peter I Frazier , Fumin Zhang
NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in the Real World
1
2023
Insight into a two‐part plant breeding scheme through Bayesian optimization of budget allocations
Jean‐Luc Jannink , Raul Astudillo , Peter Frazier
Crop Science
2023
Multi-attribute bayesian optimization under utility uncertainty
Raul Astudillo , Peter Frazier
Proceedings of the NIPS Workshop on Bayesian Optimization 172
20
2017
Bayesian Optimization of Risk Measures
Sait Cakmak , Raul Astudillo , Peter Frazier , Enlu Zhou
arXiv preprint arXiv:2007.05554
57
2020
Cost-aware Bayesian optimization via the Pandora's Box Gittins index
Qian Xie , Raul Astudillo , Peter Frazier , Ziv Scully
arXiv preprint arXiv:2406.20062
2024
Preferential Multi-Objective Bayesian Optimization
Raul Astudillo , Kejun Li , Maegan Tucker , Chu Xin Cheng
arXiv preprint arXiv:2406.14699
2024
Exploiting Composite Functions in Bayesian Optimization
Raul Astudillo Marban
Smpte Journal
2022