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randomized-projection

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janguyen115 / Approaches-to-Randomized-Kaczmarz-for-Ill-Conditioned-Systems-

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Evaluating several new approaches to improve convergence of Randomized Kaczmarz (RK) for consistent ill-conditioned systems. This project explores the availability of convergence information among pairwise row differences and analyzes sampling techniques that involve clustering and spectral analysis.

python clustering matlab linear-systems spectral-analysis numerical-analysis singular-spectrum-analysis sampling-methods pairwise-comparison kaczmarz numerical-linear-algebra convergence-analysis ill-conditioned-systems randomized-projection randomized-kaczmarz
  • Updated Nov 7, 2025
  • Python

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