Raul Astudillo

28 papers A* 7A 3Misc 2Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Actor-Curator: Co-adaptive Curriculum Learning via Policy-Improvement Bandits for RL Post-Training.
CoRR
Zhengyao Gu, Jonathan Light, Raul Astudillo, Ziyu Ye, Langzhou He, Henry Peng Zou, Wei Cheng, Santiago Paternain, Philip S. Yu, Yisong Yue
2025 J jnl
Bayesian preference elicitation for decision support in multiobjective optimization.
CoRR
Felix Huber, Sebastian Rojas-Gonzalez, Raul Astudillo
2025 J jnl
Preferential Multi-Objective Bayesian Optimization.
Trans. Mach. Learn. Res.
Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron D. Ames, Yisong Yue
2025 J jnl
Steering Generative Models with Experimental Data for Protein Fitness Optimization.
CoRR
Jason Yang, Wenda Chu, Daniel Khalil, Raul Astudillo, Bruce J. Wittmann, Frances H. Arnold, Yisong Yue
2024 A* conf
Bayesian Optimization of Function Networks with Partial Evaluations.
ICML
Poompol Buathong, Jiayue Wan, Raul Astudillo, Samuel Daulton, Maximilian Balandat, Peter I. Frazier
2024 A* conf
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index.
NeurIPS
Qian Xie, Raul Astudillo, Peter I. Frazier, Ziv Scully, Alexander Terenin
2024 J jnl
Cost-aware Bayesian optimization via the Pandora's Box Gittins index.
CoRR
Qian Xie, Raul Astudillo, Peter I. Frazier, Ziv Scully, Alexander Terenin
2024 Misc conf
Multi-Attribute Optimization Under Preference Uncertainty.
WSC
Bhavik A. Shah, Raul Astudillo, Peter I. Frazier
2024 A* conf
Practical Bayesian Algorithm Execution via Posterior Sampling.
NeurIPS
Chu Xin Cheng, Raul Astudillo, Thomas A. Desautels, Yisong Yue
2024 J jnl
Practical Bayesian Algorithm Execution via Posterior Sampling.
CoRR
Chu Xin Cheng, Raul Astudillo, Thomas Desautels, Yisong Yue
2024 J jnl
Preferential Multi-Objective Bayesian Optimization.
CoRR
Raul Astudillo, Kejun Li, Maegan Tucker, Chu Xin Cheng, Aaron D. Ames, Yisong Yue
2023 J jnl
Bayesian Optimization of Function Networks with Partial Evaluations.
CoRR
Poompol Buathong, Jiayue Wan, Samuel Daulton, Raul Astudillo, Maximilian Balandat, Peter I. Frazier
2023 A conf
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization.
AISTATS
Raul Astudillo, Zhiyuan (Jerry) Lin, Eytan Bakshy, Peter I. Frazier
2023 J jnl
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization.
CoRR
Raul Astudillo, Zhiyuan (Jerry) Lin, Eytan Bakshy, Peter I. Frazier
2022 A conf
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes.
AISTATS
Zhiyuan (Jerry) Lin, Raul Astudillo, Peter I. Frazier, Eytan Bakshy
2022 J jnl
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes.
CoRR
Zhiyuan (Jerry) Lin, Raul Astudillo, Peter I. Frazier, Eytan Bakshy
2022 J jnl
Thinking inside the box: A tutorial on grey-box Bayesian optimization.
CoRR
Raul Astudillo, Peter I. Frazier
2021 A* conf
Bayesian Optimization of Function Networks.
NeurIPS
Raul Astudillo, Peter I. Frazier
2021 J jnl
Bayesian Optimization of Function Networks.
CoRR
Raul Astudillo, Peter I. Frazier
2021 A* conf
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs.
NeurIPS
Raul Astudillo, Daniel R. Jiang, Maximilian Balandat, Eytan Bakshy, Peter I. Frazier
2021 J jnl
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs.
CoRR
Raul Astudillo, Daniel R. Jiang, Maximilian Balandat, Eytan Bakshy, Peter I. Frazier
2021 Misc conf
Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization.
WSC
Raul Astudillo, Peter I. Frazier
2020 A* conf
Bayesian Optimization of Risk Measures.
NeurIPS
Sait Cakmak, Raul Astudillo, Peter I. Frazier, Enlu Zhou
2020 J jnl
Bayesian Optimization of Risk Measures.
CoRR
Sait Cakmak, Raul Astudillo, Peter I. Frazier, Enlu Zhou
2020 A conf
Multi-attribute Bayesian optimization with interactive preference learning.
AISTATS
Raul Astudillo, Peter I. Frazier
2019 A* conf
Bayesian Optimization of Composite Functions.
ICML
Raul Astudillo, Peter I. Frazier
2019 J jnl
Bayesian Optimization of Composite Functions.
CoRR
Raul Astudillo, Peter I. Frazier
2019 J jnl
Bayesian Optimization with Uncertain Preferences over Attributes.
CoRR
Raul Astudillo, Peter I. Frazier