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Robust Principal Component Analysis: A Construction Error Minimization Perspective

arXiv 2111.12132 ↗First posted 23 Nov 2021cs.LGcited by 0

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Abstract (arXiv)

In this paper we propose a novel optimization framework to systematically solve robust PCA problem with rigorous theoretical guarantee, based on which we investigate very computationally economic updating algorithms.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 36 references that are in the map. First posted on arXiv 23 Nov 2021.

Builds on

2 of 36 references.

References · 2

  1. 2018Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorizationcited by 17
  2. 2019Spherical Principal Component Analysiscited by 10

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