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Researcher profile

A. Savakis

1 paper in the PaperMetrix corpus

Publications

Papers by this author

  1. Quantum Annealing for Robust Principal Component Analysis

    2026 · IEEE Transactions on Quantum Engineering

    Principal component analysis is commonly used for dimensionality reduction, feature extraction, denoising, and visualization. The most commonly used principal component analysis method is based upon optimization of the <inline-formula><tex-math notation="LaTeX">$L_{2}$</tex-math></inline-formula>-norm; however, the <inline-formula><tex-math notation="LaTeX">$L_{2}$</tex-math></inline-formula>-norm is …