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Streaming Kernel Principal Component Analysis

Streaming Kernel Principal Component Analysis

16 December 2015
Mina Ghashami
Daniel J. Perry
J. M. Phillips
ArXiv (abs)PDFHTML

Papers citing "Streaming Kernel Principal Component Analysis"

6 / 6 papers shown
Title
Fastfood: Approximate Kernel Expansions in Loglinear Time
Fastfood: Approximate Kernel Expansions in Loglinear Time
Quoc V. Le
Tamás Sarlós
Alex Smola
95
444
0
13 Aug 2014
Matrix Coherence and the Nystrom Method
Matrix Coherence and the Nystrom Method
Ameet Talwalkar
Afshin Rostamizadeh
140
88
0
09 Aug 2014
Randomized Nonlinear Component Analysis
Randomized Nonlinear Component Analysis
David Lopez-Paz
S. Sra
Alex Smola
Zoubin Ghahramani
Bernhard Schölkopf
134
177
0
01 Feb 2014
Compact Random Feature Maps
Compact Random Feature Maps
Raffay Hamid
Ying Xiao
Alex Gittens
D. DeCoste
73
87
0
17 Dec 2013
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning
Alex Gittens
Michael W. Mahoney
120
416
0
07 Mar 2013
Random Feature Maps for Dot Product Kernels
Random Feature Maps for Dot Product Kernels
Purushottam Kar
H. Karnick
85
257
0
31 Jan 2012
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