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Randomized Nonlinear Component Analysis

Randomized Nonlinear Component Analysis

1 February 2014
David Lopez-Paz
S. Sra
Alex Smola
Zoubin Ghahramani
Bernhard Schölkopf
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Papers citing "Randomized Nonlinear Component Analysis"

9 / 9 papers shown
Title
Tensor Sketch: Fast and Scalable Polynomial Kernel Approximation
Tensor Sketch: Fast and Scalable Polynomial Kernel Approximation
Ninh Pham
Rasmus Pagh
91
0
0
13 May 2025
A Survey of Multi-View Representation Learning
A Survey of Multi-View Representation Learning
Yingming Li
Ming Yang
Zhongfei Zhang
AI4TS
3DV
98
510
0
03 Oct 2016
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
H. Avron
Vikas Sindhwani
Jiyan Yang
Michael W. Mahoney
43
166
0
29 Dec 2014
Fastfood: Approximate Kernel Expansions in Loglinear Time
Fastfood: Approximate Kernel Expansions in Loglinear Time
Quoc V. Le
Tamás Sarlós
Alex Smola
48
442
0
13 Aug 2014
Compact Random Feature Maps
Compact Random Feature Maps
Raffay Hamid
Ying Xiao
Alex Gittens
D. DeCoste
49
86
0
17 Dec 2013
Correlated random features for fast semi-supervised learning
Correlated random features for fast semi-supervised learning
Brian McWilliams
David Balduzzi
J. M. Buhmann
BDL
48
47
0
24 Jun 2013
The Randomized Dependence Coefficient
The Randomized Dependence Coefficient
David Lopez-Paz
Philipp Hennig
Bernhard Schölkopf
64
191
0
29 Apr 2013
Random Feature Maps for Dot Product Kernels
Random Feature Maps for Dot Product Kernels
Purushottam Kar
H. Karnick
41
255
0
31 Jan 2012
A Tutorial on Spectral Clustering
A Tutorial on Spectral Clustering
U. V. Luxburg
155
10,497
0
01 Nov 2007
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