Search Results for author: Jianwei Xiao

Found 2 papers, 0 papers with code

Fast Parallel Randomized QR with Column Pivoting Algorithms for Reliable Low-rank Matrix Approximations

no code implementations13 Apr 2018 Jianwei Xiao, Ming Gu, Julien Langou

In contrast, randomized QRCP (RQRCP) algorithms have proven themselves empirically to be highly competitive with high-performance implementations of QR in processing time, on uniprocessor and shared memory machines, and as reliable as QRCP in pivot quality.

Numerical Analysis

Low-Rank Matrix Approximations with Flip-Flop Spectrum-Revealing QR Factorization

no code implementations6 Mar 2018 Yuehua Feng, Jianwei Xiao, Ming Gu

We present Flip-Flop Spectrum-Revealing QR (Flip-Flop SRQR) factorization, a significantly faster and more reliable variant of the QLP factorization of Stewart, for low-rank matrix approximations.

Numerical Analysis Numerical Analysis 15A18, 15A23, 65F99

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