AN EFFICIENT HOMOTOPY TRAINING ALGORITHM FOR NEURAL NETWORKS

ICLR 2020 Qipin ChenWenrui Hao

We present a Homotopy Training Algorithm (HTA) to solve optimization problems arising from neural networks. The HTA starts with several decoupled systems with low dimensional structure and tracks the solution to the high dimensional coupled system... (read more)

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