Eigenvalue distribution of nonlinear models of random matrices

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Eigenvalue distribution of nonlinear models of random matrices

5 April 2019

Sandrine Péché

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Papers citing "Eigenvalue distribution of nonlinear models of random matrices"

13 / 13 papers shown

Title
Products of Many Large Random Matrices and Gradients in Deep Neural Networks Boris Hanin Mihai Nica 67 82 0 14 Dec 2018
Entropy and mutual information in models of deep neural networks Marylou Gabrié Andre Manoel Clément Luneau Jean Barbier N. Macris Florent Krzakala Lenka Zdeborová 75 179 0 24 May 2018
On the Selection of Initialization and Activation Function for Deep Neural Networks Soufiane Hayou Arnaud Doucet Judith Rousseau ODL 55 76 0 21 May 2018
A Random Matrix Approach to Neural Networks Cosme Louart Zhenyu Liao Romain Couillet 74 161 0 17 Feb 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 914 6,799 0 26 Sep 2016
Kernel spectral clustering of large dimensional data Romain Couillet Florent Benaych-Georges 66 92 0 13 Oct 2015
The Spectral Norm of Random Inner-Product Kernel Matrices Z. Fan Andrea Montanari 150 47 0 19 Jul 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 113 187 0 30 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 263 1,201 0 30 Nov 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 250 16,405 0 30 Apr 2014
The spectrum of kernel random matrices N. Karoui 173 224 0 04 Jan 2010
Universality results for largest eigenvalues of some sample covariance matrix ensembles Sandrine Péché 383 115 0 11 May 2007

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