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Freeze-Thaw Bayesian Optimization

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References

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2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning2,053 cited
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2012Entropy search for information-efficient global optimization456 cited
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2008Practical Bayesian optimization222 cited

Cited by

2017Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits127 cited
2019Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly98 cited
2021Bayesian Optimization in High-Dimensional Spaces: A Brief Survey73 cited
2017Fast Bayesian hyperparameter optimization on large datasets67 cited
2019Multi-fidelity Gaussian Process Bandit Optimisation56 cited

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