References

• 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
• 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code2,856 cited
• 2012Entropy search for information-efficient global optimization456 cited
• 2016Bayesian optimization with robust Bayesian neural networks274 cited
• 2019Bayesian Optimization for Accelerating Hyper-Parameter Tuning190 cited
• 2017On Kernelized Multi-armed Bandits184 cited
• 2017mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions128 cited
• 2021Greed Is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation126 cited
• 2019A Framework for Bayesian Optimization in Embedded Subspaces73 cited
• 2023Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process65 cited
• 2018A flexible transfer learning framework for Bayesian optimization with convergence guarantee58 cited

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