Raul Astudillo
9 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π§ Keyword Pioneer π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π₯
Unstoppable
(6)
π
Trend Setter
Conferences
NIPS (4)
AISTATS (3)
ICML (2)
Top co-authors
Keywords
bayesian optimization
(6)
acquisition function
(4)
expected improvement
(3)
preference learning
(2)
gaussian process
(2)
utility function
(2)
decision maker
(1)
bayesian regret
(1)
pairwise comparison
(1)
black-box function
(1)
budget constraint
(1)
asymptotic consistency
(1)
level set estimation
(1)
evaluation cost
(1)
compositional model
(1)
bayesian algorithm execution
(1)
expected information gain
(1)
gittins index
(1)
preferential bayesian optimization
(1)
multi-attribute optimization
(1)
Papers
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
NIPS 2024
Practical Bayesian Algorithm Execution via Posterior Sampling
NIPS 2024
Bayesian Optimization of Function Networks with Partial Evaluations
ICML 2024
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization
AISTATS 2023
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes
AISTATS 2022
Bayesian Optimization of Function Networks
NIPS 2021
Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs
NIPS 2021
Multi-attribute Bayesian optimization with interactive preference learning
AISTATS 2020
Bayesian Optimization of Composite Functions
ICML 2019