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Matthias Poloczek

Respecting the limit:Bayesian optimization with a bound on the optimal value

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Nov 07, 2024
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Bounce: a Reliable Bayesian Optimization Algorithm for Combinatorial and Mixed Spaces

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Jul 02, 2023
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Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces

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Apr 22, 2023
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Scalable Constrained Bayesian Optimization

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Feb 24, 2020
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Scalable Global Optimization via Local Bayesian Optimization

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Oct 28, 2019
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Bayesian Optimization Allowing for Common Random Numbers

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Oct 21, 2019
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Exploration via Sample-Efficient Subgoal Design

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Oct 21, 2019
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Bayesian Optimization of Combinatorial Structures

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Oct 10, 2018
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Bayesian Optimization with Gradients

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Feb 07, 2018
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Multi-Information Source Optimization

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Nov 15, 2016
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