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Relaxation quadratic approximation greedy pursuit method based on sparse learning

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Publication:6651176
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DOI10.1515/cmam-2023-0050MaRDI QIDQ6651176

Shihai Li, Chang-Feng Ma

Publication date: 10 December 2024

Published in: Computational Methods in Applied Mathematics (Search for Journal in Brave)




zbMATH Keywords

Newton-type methodsparse learningquadratic approximate


Mathematics Subject Classification ID

Convex programming (90C25) Numerical optimization and variational techniques (65K10) Learning and adaptive systems in artificial intelligence (68T05)


Cites Work

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  • Iterative hard thresholding for compressed sensing
  • CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
  • On Lower and Upper Bounds for Smooth and Strongly Convex Optimization Problems
  • Hard Thresholding Pursuit: An Algorithm for Compressive Sensing
  • A Tight Bound of Hard Thresholding
  • Sparse Approximate Solutions to Linear Systems
  • Greedy Sparsity-Constrained Optimization
  • Compressed sensing







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