All glossary terms
techniquesadvanced

Neural Architecture Search (NAS)

Automated methods for designing optimal neural network architectures rather than manual design.

In more detail

NAS uses reinforcement learning, evolutionary algorithms, or gradient-based methods to search the architecture space. Reduces manual design effort but requires significant computation. Discovering architectures like EfficientNet and NASNet.

Examples

  • Auto-ML systems
  • Neural architecture search
  • AutoML platforms

Related terms

Optimization
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