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Raul Astudillo

Cost-aware Bayesian optimization via the Pandora's Box Gittins index

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Jun 28, 2024
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Preferential Multi-Objective Bayesian Optimization

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Jun 20, 2024
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Bayesian Optimization of Function Networks with Partial Evaluations

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Nov 03, 2023
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qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization

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Mar 28, 2023
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Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes

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Mar 21, 2022
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Thinking inside the box: A tutorial on grey-box Bayesian optimization

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Jan 02, 2022
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Bayesian Optimization of Function Networks

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Dec 31, 2021
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Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs

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Nov 12, 2021
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Bayesian Optimization of Risk Measures

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Jul 16, 2020
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Bayesian Optimization with Uncertain Preferences over Attributes

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Nov 14, 2019
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