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look-ahead bayesian optimization

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monte carlo convergence rate (1) dimension (1) multilevel monte carlo (1) nested expectation (1) acquisition function (1)

Papers

Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need ICML 2024