Robust Matrix Completion.pdf

ZhaoBabuPalomar-TSP2016.pdf
Preview of Robust Matrix Completion
🔗 Source: palomar.home.ece.ust.hk
📊 Size: 778 KB
📄 Pages: 14 pages
⬇️ Downloads: 161

Summary

This paper proposes efficient algorithms for robust low-rank matrix completion in the presence of outliers, exploiting bilinear factorization and parallel computing resources, and introduces two smooth loss functions to promote robustness against dense and sparse outliers.

Description

This paper proposes efficient algorithms for robust low-rank matrix completion in the presence of outliers, exploiting bilinear factorization and parallel...

Technical Information

  • File Format: PDF
  • File Size: 778 KB
  • Pages: 14
  • Language: EN
  • Total Downloads: 161
  • Last Updated: 2 hours ago

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