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A Large Dimensional Analysis of Least Squares Support Vector Machines

A Large Dimensional Analysis of Least Squares Support Vector Machines

11 January 2017
Zhenyu Liao
Romain Couillet
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Papers citing "A Large Dimensional Analysis of Least Squares Support Vector Machines"

5 / 5 papers shown
Title
A random matrix analysis and improvement of semi-supervised learning for
  large dimensional data
A random matrix analysis and improvement of semi-supervised learning for large dimensional data
Xiaoyi Mai
Romain Couillet
127
42
0
09 Nov 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning
  Algorithms
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms
Han Xiao
Kashif Rasul
Roland Vollgraf
196
8,807
0
25 Aug 2017
A Random Matrix Approach to Neural Networks
A Random Matrix Approach to Neural Networks
Cosme Louart
Zhenyu Liao
Romain Couillet
52
161
0
17 Feb 2017
Kernel spectral clustering of large dimensional data
Kernel spectral clustering of large dimensional data
Romain Couillet
Florent Benaych-Georges
56
91
0
13 Oct 2015
The spectrum of kernel random matrices
The spectrum of kernel random matrices
N. Karoui
133
223
0
04 Jan 2010
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