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The Singular Value Decomposition: Anatomy of Optimizing an Algorithm for Extreme Scale.

Jack J. DongarraMark GatesAzzam HaidarJakub KurzakPiotr LuszczekStanimire TomovIchitaro Yamazaki
Published in: SIAM Rev. (2018)
Keyphrases
  • singular value decomposition
  • objective function
  • singular values
  • learning algorithm
  • k means
  • feature extraction
  • least squares
  • principal component analysis
  • principal components
  • correlation matrix
  • singular vectors