EvolCAF: Automatic Cost-Aware Acquisition Function Design Using Large Language Models
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To address optimization problems that involve expensive evaluations with unknown and heterogeneous costs, cost-aware Bayesian optimization (BO) emerges as a prominent solution in many real-world scenarios. However, as a critical step in developing BO algorithm... ...
