Raul Astudillo | Raul Astudillo

Latest

Cost-Aware Bayesian Optimization via the Pandora Box Gittins Index
Active Learning-Assited Directed Evolution
Preferential Multi-Objective Bayesian Optimization
Bayesian Optimization of Function Networks with Partial Evaluations
Insight Into a Two-Part Plant Breeding Scheme Through Bayesian Optimization of Budget Allocations
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
Multi-information Source Bayesian Optimization of Culture Media for Cellular Agriculture
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes
Mixed Integer Linear Programming under Preference Uncertainty
Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
Bayesian Optimization of Function Networks
Bayesian Optimization of Function Networks
Bayesian Optimization of Risk Measures
Bayesian Optimization of Function Networks
Multi-Attribute Bayesian Optimization With Interactive Preference Learning
Bayesian Optimization of Composite Functions
Bayesian Optimization of Composite Functions With Application to Computationally Expensive Inverse Problems
Bayesian Optimization of Composite Functions
Bayesian Optimization of Composite Functions
Bayesian Optimization of Composite Functions
A Utility Uncertainty Approach to Multi-Attribute Bayesian Optimization
A Utility Uncertainty Approach to Multi-Attribute Bayesian Optimization
Multi-Attribute Bayesian Optimization Under Utility Uncertainty (contributed poster)
Multi-Attribute Bayesian Optimization Under Utility Uncertainty