68 citations · 103 across the 24 of their papers we have counts for
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cs.LG2020
Stable ResNet
Soufiane Hayou, Eugenio Clerico, Bobby He +3
Deep ResNet architectures have achieved state of the art performance on many tasks. While they solve the problem of gradient vanishing, they might suffer from gradient exploding as…
stat.ML2020
Robust Pruning at Initialization
Soufiane Hayou, Jean-Francois Ton, Arnaud Doucet +1
Overparameterized Neural Networks (NN) display state-of-the-art performance. However, there is a growing need for smaller, energy-efficient, neural networks tobe able to use machin…