Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?

Yunyang Xiong, Ronak Mehta, Vikas Singh

The design of neural network architectures is frequently either based on human expertise using trial/error and empirical feedback or tackled via large scale reinforcement learning…