Robustifying DARTS by Eliminating Information Bypass Leakage via Explicit Sparse Regularization

Jiuling Zhang, Zhiming Ding

Differentiable architecture search (DARTS) is a promising end to end NAS method which directly optimizes the architecture parameters through general gradient descent. However, DART…