Bayesian Optimization of Composite Functions R Astudillo, PI Frazier 36th International Conference on Machine Learning 97, 354-363, 2019 | 41 | 2019 |
Bayesian Optimization of Risk Measures S Cakmak, R Astudillo, P Frazier, E Zhou arXiv preprint arXiv:2007.05554, 2020 | 21 | 2020 |
Multi-attribute Bayesian optimization with interactive preference learning R Astudillo, P Frazier International Conference on Artificial Intelligence and Statistics, 4496-4507, 2020 | 11* | 2020 |
Multi-Attribute Bayesian Optimization under Utility Uncertainty R Astudillo, PI Frazier NIPS Workshop on Bayesian Optimization, 2017 | 11 | 2017 |
Bayesian Optimization of Function Networks R Astudillo, PI Frazier 35th Conference on Neural Information Processing Systems, 2021 | 4 | 2021 |
Thinking inside the box: A tutorial on grey-box Bayesian optimization R Astudillo, PI Frazier 2021 Winter Simulation Conference (WSC), 1-15, 2021 | 3 | 2021 |
Multi‐Information Source Bayesian Optimization of Culture Media for Cellular Agriculture Z Cosenza, R Astudillo, P Frazier, K Baar, DE Block Biotechnology and Bioengineering, 2022 | | 2022 |
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 | | 2022 |
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 | | 2021 |