Sparse Generalized PCA and Dependency Learning for Large-Scale Applications Beyond Gaussianity

The age of big data has re-invited much interest in dimension reduction. How to cope with high-dimensional data remains a difficult problem in statistical learning. In this study, we consider the task of dimension reduction---projecting data into a lower-rank subspace while p...

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Bibliographic Details
Other Authors: Zhang, Qiaoya (authoraut)
Format: Others
Language:English
English
Published: Florida State University
Subjects:
Online Access:http://purl.flvc.org/fsu/fd/FSU_2016SP_Zhang_fsu_0071E_13087

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