Soufiane Hayou
Soufiane Hayou
Department of Statistics, University of Oxford
Verified email at stats.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
On the impact of the activation function on deep neural networks training
S Hayou, A Doucet, J Rousseau
36th International Conference on Machine Learning (ICML 2019), 2019
87*2019
Mean-field Behaviour of Neural Tangent Kernel for Deep Neural Networks
S Hayou, A Doucet, J Rousseau
arXiv preprint arXiv:1905.13654, 2019
12*2019
Pruning untrained neural networks: Principles and analysis
S Hayou, JF Ton, A Doucet, YW Teh
arXiv preprint arXiv:2002.08797, 2020
42020
Stable ResNet
S Hayou, E Clerico, B He, G Deligiannidis, A Doucet, J Rousseau
24th International Conference on Artificial Intelligence and Statistics …, 2020
2020
On the overestimation of the largest eigenvalue of a covariance matrix
S Hayou
arXiv preprint arXiv:1708.03551, 2017
2017
Cleaning the correlation matrix with a denoising autoencoder
S Hayou
arXiv preprint arXiv:1708.02985, 2017
2017
On the Impact of the Activation Function on Deep Neural Networks Training: Supplementary material
S Hayou, A Doucet, J Rousseau
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Articles 1–7