Neural architecture search (NAS) Deep Learning
noun phrase
Definition: An automated method for discovering neural network architectures by searching over a predefined design space and optimizing performance criteria [Elsken et al. 2019].
Example in context: “For example, neural architecture search (Zhang et al. 2019) is such an application, whichusesgraphhypernetworksthattakethecomputationgraphofthetargetnetworkas input to generate the network parameters.” [Chauhan et al. 2024]
Synonym: NAS
Related terms: AutoML, architecture optimization