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Principal components: a descent algorithm

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Publication:349019
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DOI10.1016/J.JCP.2014.02.033zbMath1349.62252OpenAlexW2065955928MaRDI QIDQ349019

Rebeca Salas-Boni, Esteban G. Tabak

Publication date: 5 December 2016

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jcp.2014.02.033


zbMATH Keywords

principal component analysis


Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Applications of mathematical programming (90C90)





Cites Work

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  • Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
  • A Randomized Algorithm for Principal Component Analysis
  • The Geometry of Algorithms with Orthogonality Constraints
  • Second Derivatives for Optimizing Eigenvalues of Symmetric Matrices
  • Principal Dynamical Components
  • Optimization algorithms exploiting unitary constraints




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