Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?

Shen Yan, Yu Zheng, Wei Ao +2

Existing Neural Architecture Search (NAS) methods either encode neural architectures using discrete encodings that do not scale well, or adopt supervised learning-based methods to…