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Xenofon Fafoutis

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Conference Sep 2026

RankNAS: A Pairwise Ranking Model to Accelerate Black-Box Neural Architecture Search

Black-box Neural Architecture Search (NAS) is a robust, model-agnostic technique for creating application-specific neural network architectures. Regrettably, it is often prohibitively expensive as its many candidate architectures must be fully trained to be evaluated. To eliminate this overhead, we propose RankNAS, a l...

Vasilis Moschou, Emil J. Njor, Xenofon Fafoutis · Coins · 0 citations