Methods of Simultaneous Iteration for Calculating Eigenvectors of Matrices

By G. Stewart. 1975

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Sai Praneeth Karimireddy
2. Martin Jaggi
3. Thijs Vogels
4. Sanjay Mittal
5. B. Kumar
6. Sebastian U. Stich
7. Simon Lacoste-Julien
8. Peter Richtárik

Citations in the corpus

• PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization (2019, methodology): “P OWER SGD computes a low-rank approximation of the gradient using a generalized power iteration (known as subspace iteration (Stewart & Miller, 1975)).”
• Flow past a rotating cylinder (2003, methodology): “To check the stability of a steady-state solution we look for the rightmost eigenvalue (having the largest real part), using the subspace iteration method (Stewart 1975).”