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20162025
most citedNearly Optimal Stochastic Approximation for Online Principal Subspace Estimation

5 citations · 23 across the 12 of their papers we have counts for

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Showing 2020Show all

5 papers · 1 filter

math.NA2020

Highly accurate decoupled doubling algorithm for large-scale M-matrix algebraic Riccati equations

Zhen-Chen Guo, Eric King-wah Chu, Xin Liang

We consider the numerical solution of large-scale M-matrix algebraic Riccati equations with low-rank structures. We derive a new doubling iteration, decoupling the four original it…

math.NA2020

Bifurcation Analysis of the Eigenstructure of the Discrete Single-curl Operator in Three-dimensional Maxwell's Equations with Pasteur Media

Xin Liang, Zhen-Chen Guo, Tsung-Ming Huang +2

This paper focuses on studying the bifurcation analysis of the eigenstructure of the -parameterized generalized eigenvalue problem (-GEP) arising in three-dimensional (3D) so…

math.NA2020

Decoupled Structure-Preserving Doubling Algorithm with Truncation for Large-Scale Algebraic Riccati Equations

Zhen-Chen Guo, Eric King-Wah Chu, Xin Liang +1

In \emph{Guo et al, arXiv:2005.08288}, we propose a decoupled form of the structure-preserving doubling algorithm (dSDA). The method decouples the original two to four coupled recu…

math.NA2020★ 4 cited

A decoupled form of the structure-preserving doubling algorithm with low-rank structures

Zhen-Chen Guo, Eric King-Wah Chu, Xin Liang +1

The structure-preserving doubling algorithm (SDA) is a fairly efficient method for solving problems closely related to Hamiltonian (or Hamiltonian-like) matrices, such as computing…

math.NA2020★ 4 cited

Convergence Analysis of Extended LOBPCG for Computing Extreme Eigenvalues

Peter Benner, Xin Liang

This paper is concerned with the convergence analysis of an extended variation of the locally optimal preconditioned conjugate gradient method (LOBPCG) for the extreme eigenvalue o…