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20212026
most citedUnexpected Improvements to Expected Improvement for Bayesian Optimization

47 citations · 111 across the 25 of their papers we have counts for

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cs.AI2026

Embedding by Elicitation: Dynamic Representations for Bayesian Optimization of System Prompts

Zhiyuan Jerry Lin, Benjamin Letham, Samuel Dooley +2

System prompts are a central control mechanism in modern AI systems, shaping behavior across conversations, tasks, and user populations. Yet they are difficult to tune when feedbac…