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Carl Hvarfner

CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization

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Jun 24, 2024
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Vanilla Bayesian Optimization Performs Great in High Dimensions

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Feb 06, 2024
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A General Framework for User-Guided Bayesian Optimization

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Nov 24, 2023
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High-dimensional Bayesian Optimization with Group Testing

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Oct 05, 2023
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PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning

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Jun 21, 2023
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Self-Correcting Bayesian Optimization through Bayesian Active Learning

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Apr 21, 2023
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Learning Skill-based Industrial Robot Tasks with User Priors

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Aug 02, 2022
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Joint Entropy Search For Maximally-Informed Bayesian Optimization

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Jun 09, 2022
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$π$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization

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Apr 23, 2022
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