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Hassan Touayouch

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#machine learning Preprint Sep 2026

ZAPS: Zero-Cost Active Proxy Search for Neural Architecture Search

Neural Architecture Search (NAS) automates network design, but evaluating a single candidate requires training it to convergence, making exhaustive search intractable. Zero-cost proxies estimate architecture quality at initialization in seconds, yet a single proxy is noisy, and combining several does not straightforwar...

Hassan Touayouch, Rabie Najem, Mohammed Benjelloun · 0 citations