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Lower Bounds on the Noiseless Worst-Case Complexity of Efficient Global Optimization

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Efficient global optimization is a widely used method for optimizing expensive black-box functions. In this paper, we study the worst-case oracle complexity of the efficient global optimization problem. In contrast to existing kernel-specific results, we deriv... ...