Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Predictive Entropy Search for Efficient Global Optimization of Black-box Functions

8 references·16 citing·33 second hop

FromToDepth

this work references cited by second hop

References

2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
2010A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning2,053 cited
2011An Empirical Evaluation of Thompson Sampling1,000 cited
2006The Copula-GARCH model of conditional dependencies: An international stock market application784 cited
2012Entropy search for information-efficient global optimization456 cited
2008Bayesian Inference and Optimal Design for the Sparse Linear Model284 cited
2008Practical Bayesian optimization222 cited

Cited by

2023Multi-fidelity cost-aware Bayesian optimization71 cited
2020Bayesian optimization with output-weighted optimal sampling58 cited
2016Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond52 cited
2022Bayesian optimization techniques for high-dimensional simulation-based transportation problems50 cited
2018Continuous multi-task Bayesian Optimisation with correlation47 cited
2017Bayesian optimization with adaptive kernels for robot control

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

44 cited

2020Bayesian Optimization for Categorical and Category-Specific Continuous Inputs44 cited

2018Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems43 cited

2024A sequential sampling-based Bayesian numerical method for reliability-based design optimization38 cited

2023Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization38 cited

2017Bayesian optimization for conditional hyperparameter spaces37 cited

2021Thinking Inside the Box: A Tutorial on Grey-Box Bayesian Optimization37 cited

2021A Gentle Introduction to Bayesian Optimization37 cited

2024On active learning for Gaussian process-based global sensitivity analysis32 cited

2023Constrained Bayesian optimization algorithms for estimating design points in structural reliability analysis30 cited

2021mfEGRA: Multifidelity efficient global reliability analysis through active learning for failure boundary location29 cited