Melody Y. Guan

Faster Discovery of Neural Architectures by Searching for Paths in a Large Model

We propose Efficient Neural Architecture Search (ENAS), a faster and less expensive approach to automated model design than previous methods. In ENAS, a controller learns to discover neural network architectures by searching for an optimal path within a larger model. The controller is trained with p…