Search Results for author: Yanhui Su

Found 2 papers, 1 papers with code

Dying ReLU and Initialization: Theory and Numerical Examples

no code implementations15 Mar 2019 Lu Lu, Yeonjong Shin, Yanhui Su, George Em. Karniadakis

Numerical examples are provided to demonstrate the effectiveness of the new initialization procedure.

Collapse of Deep and Narrow Neural Nets

1 code implementation ICLR 2019 Lu Lu, Yanhui Su, George Em. Karniadakis

However, here we show that even for such activation, deep and narrow neural networks (NNs) will converge to erroneous mean or median states of the target function depending on the loss with high probability.

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