ECP is a no-regret global optimization algorithm for Lipschitz black-box functions with unknown constant, achieving minimax-optimal regret via an expanding acceptance region.
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Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants
ECP is a no-regret global optimization algorithm for Lipschitz black-box functions with unknown constant, achieving minimax-optimal regret via an expanding acceptance region.