Astudillo, Raul

15 publications

TMLR 2025 Preferential Multi-Objective Bayesian Optimization Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron Ames, Yisong Yue

NeurIPS 2025 Steering Generative Models with Experimental Data for Protein Fitness Optimization Jason Yang, Wenda Chu, Daniel Khalil, Raul Astudillo, Bruce James Wittmann, Frances H. Arnold, Yisong Yue

ICLRW 2025 Steering Generative Models with Experimental Data for Protein Fitness Optimization Jason Yang, Wenda Chu, Daniel Khalil, Raul Astudillo, Bruce James Wittmann, Frances H. Arnold, Yisong Yue

ICML 2024 Bayesian Optimization of Function Networks with Partial Evaluations Poompol Buathong, Jiayue Wan, Raul Astudillo, Sam Daulton, Maximilian Balandat, Peter I. Frazier

NeurIPS 2024 Cost-Aware Bayesian Optimization via the Pandora's Box Gittins Index Qian Xie, Raul Astudillo, Peter I. Frazier, Ziv Scully, Alexander Terenin

NeurIPS 2024 Practical Bayesian Algorithm Execution via Posterior Sampling Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong Yue

NeurIPSW 2024 Practical Bayesian Algorithm Execution via Posterior Sampling Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong Yue

ICMLW 2023 Preferential Multi-Attribute Bayesian Optimization with Application to Exoskeleton Personalization Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron Ames, Yisong Yue

NeurIPSW 2023 Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields Vivek Mishra, Raul Astudillo, Peter I. Frazier, Fumin Zhang

AISTATS 2023 qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization Raul Astudillo, Zhiyuan Jerry Lin, Eytan Bakshy, Peter Frazier

AISTATS 2022 Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes Zhiyuan Jerry Lin, Raul Astudillo, Peter Frazier, Eytan Bakshy

NeurIPS 2021 Bayesian Optimization of Function Networks Raul Astudillo, Peter Frazier

NeurIPS 2021 Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs Raul Astudillo, Daniel Jiang, Maximilian Balandat, Eytan Bakshy, Peter Frazier

AISTATS 2020 Multi-Attribute Bayesian Optimization with Interactive Preference Learning Raul Astudillo, Peter Frazier

ICML 2019 Bayesian Optimization of Composite Functions Raul Astudillo, Peter Frazier