Architectures · advanced · concept 68 of 176
Neural Architecture Search (NAS)
Using AI to design AI architectures. Instead of hand-designing networks, NAS automatically searches for optimal architectures, the meta approach to building neural networks. Evolutionary search, mutating and selecting architectures, was an early NAS engine and still wins where gradients cannot go.
Key terms
Search spaceControllerReinforcement learning NASEfficientNetEvolutionary search
Learn these first
Videos
▶ Advanced Machine Learning Day 3: Neural Architecture Search ↗
Microsoft Research · YouTube
▶ Directions in ML: Algorithmic foundations of neural architecture search ↗
Microsoft Research · YouTube
Guides and articles
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