Sparse exponential family Principal Component Analysis

LüMeng,Z HuangJianhua,QianXiaoning

Sparse exponential family Principal Component Analysis

2016

LüMeng
Z HuangJianhua
QianXiaoning

We propose a Sparse exponential family Principal Component Analysis (SePCA) method suitable for any type of data following exponential family distributions to achieve simultaneous dimension reducti...

Keywords:

Artificial intelligence
Exponential family
Principal component analysis
Dimensionality reduction
Mathematics
Pattern recognition

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