Astudillo, Raul

1. qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
   2023/03/28 by Astudillo, Raul, Lin, Zhiyuan Jerry, Bakshy, Eytan +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Bayesian Optimization of Function Networks
   2021/12/31 by Astudillo, Raul, Frazier, Peter I. · 3 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Multi-Attribute Bayesian Optimization With Interactive Preference Learning
   2019/11/14 by Astudillo, Raul, Frazier, Peter I. · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
4. Thinking inside the box: A tutorial on grey-box Bayesian optimization
   2022/01/02 by Raul Astudillo, Peter I. Frazier, Astudillo, Raul +1 · 2 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Algorithms #Machine Learning and Data Classification
5. Steering Generative Models with Experimental Data for Protein Fitness Optimization
   2025/05/21 by Jason Yang, Yang, Jason, Wenda Chu +11 · 3 voices · 3 citations
   #q-bio.BM #cs.LG
6. Bayesian Optimization of Function Networks with Partial Evaluations
   2023/11/03 by Buathong, Poompol, Wan, Jiayue, Astudillo, Raul +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
7. Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
   2021/11/12 by Raul Astudillo, Astudillo, Raul, Daniel Jiang +7 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Machine Learning and Data Classification
8. Practical Bayesian Algorithm Execution via Posterior Sampling
   2024/10/27 by Chu Xin Cheng, Raul Astudillo, Cheng, Chu Xin +5 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC)