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Cosme Louart
Institut National du Patrimoine INP - / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 4568420
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Cosme Louart's MOST POPULAR ARTICLES
1-)
A random matrix approach to neural networks C Louart, Z Liao, R Couillet The Annals of Applied Probability 28 (2), 1190-1248, 2018 1392018
2-)
Random matrix theory proves that deep learning representations of gan-data behave as gaussian mixtures MEA Seddik, C Louart, M Tamaazousti, R Couillet International Conference on Machine Learning, 8573-8582, 2020 422020
3-)
Concentration of measure and large random matrices with an application to sample covariance matrices C Louart, R Couillet arXiv preprint arXiv:1805.08295, 2018 362018
4-)
The unexpected deterministic and universal behavior of large softmax classifiersMEA Seddik, C Louart, R Couillet, M TamaazoustiInternational Conference on Artificial Intelligence and Statistics, 1045-1053, 2021102021
5-)
Spectral properties of sample covariance matrices arising from random matrices with independent non identically distributed columnsC Louart, R CouilletarXiv preprint arXiv:2109.02644, 202182021
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