HbBoPs combines a structural-aware deep kernel Gaussian process with Hyperband to select LLM prompts, improving sample and query efficiency over prior methods.
L., Wallace, E., and Singh, S
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Hyperband-based Bayesian Optimization for Black-box Prompt Selection
HbBoPs combines a structural-aware deep kernel Gaussian process with Hyperband to select LLM prompts, improving sample and query efficiency over prior methods.