Prediction-powered Neural Architecture Search
PPNAS combines scarce architecture labels with zero-cost proxies for label-efficient neural architecture search.
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Stories tagged #zero-cost-proxies
CoRA-NAS: Coarse Ranking and Anchor-Residual Refinement for Neural Architecture Search
CoRA-NAS combines zero-cost proxy ranking with low-cost learning-curve refinement, achieving the best worst-space Spearman correlation across NAS benchmarks.