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Peter I. Frazier

Asymptotically Optimal Regret for Black-Box Predict-then-Optimize

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Jun 12, 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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Smooth Non-Stationary Bandits

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Jan 29, 2023
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Regret Bounds and Experimental Design for Estimate-then-Optimize

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Oct 27, 2022
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Near-optimality for infinite-horizon restless bandits with many arms

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Mar 29, 2022
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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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Two-step Lookahead Bayesian Optimization with Inequality Constraints

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Dec 06, 2021
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