Summation pollution of principal component analysis and an improved algorithm for location sensitive data

Li, JW; Cai, XC

Cai, XC (corresponding author), Univ Colorado, Dept Comp Sci, Boulder, CO 80309 USA.

NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, ; ():

Abstract

Principal component analysis (PCA) is widely used for dimensionality reduction and unsupervised learning. The reconstruction error is sometimes large ......

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