Raul Astudillo

According to our database, Raul Astudillo authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bayesian Optimization of Function Networks with Partial Evaluations.

Poompol Buathong, Jiayue Wan, Samuel Daulton, Raul Astudillo, Maximilian Balandat, Peter I. Frazier

CoRR, 2023

qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization.

Raul Astudillo, Zhiyuan (Jerry) Lin, Eytan Bakshy, Peter I. Frazier

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes.

Zhiyuan (Jerry) Lin, Raul Astudillo, Peter I. Frazier, Eytan Bakshy

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization.

Raul Astudillo, Peter I. Frazier

Proceedings of the Winter Simulation Conference, 2021

Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs.

Raul Astudillo, Daniel R. Jiang, Maximilian Balandat, Eytan Bakshy, Peter I. Frazier

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Bayesian Optimization of Function Networks.

Raul Astudillo, Peter I. Frazier

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Bayesian Optimization of Risk Measures.

Sait Cakmak, Raul Astudillo, Peter I. Frazier, Enlu Zhou

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Multi-attribute Bayesian optimization with interactive preference learning.

Raul Astudillo, Peter I. Frazier

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Bayesian Optimization with Uncertain Preferences over Attributes.

Raul Astudillo, Peter I. Frazier

CoRR, 2019

Bayesian Optimization of Composite Functions.

Raul Astudillo, Peter I. Frazier

Proceedings of the 36th International Conference on Machine Learning, 2019