Saurajit Mukherjee

Efficient Forward Architecture Search

2019 · arXiv (Cornell University)

We propose a neural architecture search (NAS) algorithm, Petridish, to iteratively add shortcut connections to existing network layers. The added shortcut connections effectively perform gradient boosting on the augmented layers. The proposed algorithm is motivated …