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MOSHO: A Native Discrete Shark-Inspired Metaheuristic for Hardware-Aware Neural Architecture Search

Aouni, Nazim Abdeerhmane et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learningneural-and-evolutionary-computing
Hardware-aware neural architecture search (NAS) requires jointly optimizing predictive accuracy and device-specific latency over discrete search spaces. While multi-objective swarm optimizers show promise, continuous formulations such as the Multi-Objective White Shark Optimizer (MOWSO) can suffer f
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