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Citations per year
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Cited by
All
Since 2016
Citations
103
103
h-index
3
3
i10-index
2
2
0
70
35
2018
2019
2020
2021
10
22
61
10
Co-authors
Arnaud Doucet
Professor of Statistics, University of Oxford & Research Scientist, Google DeepMind
Verified email at stats.ox.ac.uk
Judith Rousseau
University of oxford
Verified email at stats.ox.ac.uk
Jean-Francois Ton
University of Oxford
Verified email at spc.ox.ac.uk
Yee Whye Teh
Professor of Statistical Machine Learning, Oxford, Research Scientist, DeepMind
Verified email at stats.ox.ac.uk
Bobby He
University of Oxford
Verified email at stats.ox.ac.uk
George Deligiannidis
Associate Professor in Statistics, University of Oxford
Verified email at stats.ox.ac.uk
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Soufiane Hayou
Department of Statistics,
University of Oxford
Verified email at stats.ox.ac.uk -
Homepage
Statistics
Deep Learning
Initialization
Optimization
Stochastic processes
Articles
Cited by
Co-authors
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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
4
2020
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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