eRPCA: Robust Principal Component Analysis for Exponential Family Distributions

Article Properties
  • Language
    English
  • DOI (url)
    10.1002/sam.11670
  • Publication Date
    2024/03/27
  • Journal
    Statistical Analysis and Data Mining: The ASA Data Science Journal
  • Indian UGC (journal)
  • Refrences
    43
  • Xiaojun Zheng Department of Statistical Science Duke University Durham North Carolina USA
  • Simon Mak Department of Statistical Science Duke University Durham North Carolina USA ORCID (unauthenticated)
  • Liyan Xie School of Data Science The Chinese University of Hong Kong Shenzhen China
  • Yao Xie H. Milton Stewart School of Industrial and Systems Engineering (ISyE) Georgia Institute of Technology Atlanta Georgia USA
Abstract
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Science
Mathematics
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Electronic computers
Computer science
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
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Mathematics
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Refrences
Title Journal Journal Categories Citations Publication Date
Distributed optimization and statistical learning via the alternating direction method of multipliers 2011
Sparse and low rank matrix decomposition via alternating direction method 2013
Bayesian exponential family PCA 2008
A generalization of principal components analysis to the exponential family 2001
A generalization of principal components analysis to the exponential family 2016