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Neural Architecture Tuning: A BO-Powered NAS Tool

Houssem Ouertatani, Cristian Maxim, Smail Niar, El-Ghazali Talbi

Neural Architecture Search (NAS) consists of applying an optimization technique to find the best performing architecture(s) in a defined search space, with regard to an objective function. The practical implementation of NAS currently carries certain limitations, including prohibitive costs with…

International Conference in Optimization and Learning (OLA), May 2024, Dubrovnik, Croatia. ⟨10.1007/978-3-031-77941-1_7⟩. ⟨hal-04540630⟩