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» Kernel Principal Component Analysis
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JCST
2011
88views more  JCST 2011»
14 years 6 months ago
Transfer Learning via Multi-View Principal Component Analysis
Yangsheng Ji, Jiajun Chen, Gang Niu, Lin Shang, Xi...
ICPR
2006
IEEE
16 years 4 months ago
A Novel Pattern Classification Scheme: Classwise Non-Principal Component Analysis (CNPCA)
Cong Huang, Dongdong Fu, Guorong Xuan, Peiqi Chai,...
KDD
2008
ACM
130views Data Mining» more  KDD 2008»
16 years 3 months ago
Unsupervised feature selection for principal components analysis
Christos Boutsidis, Michael W. Mahoney, Petros Dri...
PR
2010
314views more  PR 2010»
15 years 1 months ago
Two-stage image denoising by principal component analysis with local pixel grouping
Lei Zhang 0006, Weisheng Dong, David Zhang, Guangm...
168
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JMLR
2010
163views more  JMLR 2010»
14 years 10 months ago
Dense Message Passing for Sparse Principal Component Analysis
We describe a novel inference algorithm for sparse Bayesian PCA with a zero-norm prior on the model parameters. Bayesian inference is very challenging in probabilistic models of t...
Kevin Sharp, Magnus Rattray