AINeutralarXiv – CS AI · 10h ago6/10
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Efficient Ensemble Selection from Binary and Pairwise Feedback
Researchers present new algorithms for efficiently selecting small, high-performing ensembles of AI systems using minimal model evaluations. The work addresses both binary feedback (correct/incorrect outcomes) and pairwise feedback (preference comparisons), providing theoretical guarantees and practical query-saving methods validated through LLM experiments.
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