References

• 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
• 2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning2,053 cited
• 1956On a Measure of the Information Provided by an Experiment1,507 cited
• 2016Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization1,368 cited
• 1964A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise1,084 cited
• 2016Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets425 cited
• 2012Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization340 cited
• 2012Bayesian optimisation for Intelligent Environmental Monitoring177 cited
• 2013Parallel Gaussian process optimization with upper confidence bound and pure exploration144 cited

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