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Active Learning for Level Set Estimation

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References

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
2012Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization340 cited

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2018Stagewise Safe Bayesian Optimization with Gaussian Processes88 cited
2013Gaussian Process Optimization with Mutual Information53 cited
2022Entropy-based adaptive design for contour finding and estimating reliability24 cited
2022CAMERA: A method for cost-aware, adaptive, multifidelity, efficient reliability analysis15 cited
2017Towards a unifying theory of generalization2 cited

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