Author

Chao Chen

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Preprint Jul 2026

Adaptive, Matrix-Free Low-Rank Approximation

Across test matrices with diverse singular-value decays, the proposed methods attain ranks close to the truncated-SVD optimum while meeting the prescribed tolerance with high probability.

Arnel I. Smith, Elly Do, Chao Chen · 1 citation