Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters

Kaifeng Bi, Changping Hu, Lingxi Xie +3

DARTS is a popular algorithm for neural architecture search (NAS). Despite its great advantage in search efficiency, DARTS often suffers weak stability, which reflects in the large…