On convergence rate of the randomized Kaczmarz method

The university of Florida sparse matrix collection

Timothy A. Davis, Yifan Hu · ACM Transactions on Mathematical Software · 2011 · 3.6K citations

Natural Sciences, Computational Engineering, Computer Science +17

A Randomized Kaczmarz Algorithm with Exponential Convergence

Thomas Strohmer, Roman Vershynin · Journal of Fourier Analysis and Applications · 2008 · 918 citations

Computing, Computer Science, Mathematics +8

Convergence Properties of the Randomized Extended Gauss--Seidel and Kaczmarz Methods

Anna Ma, Deanna Needell, Aaditya Ramdas · SIAM Journal on Matrix Analysis and Applications · 2015 · 218 citations

Computing, Computer Science, Mathematics +10

Randomized Kaczmarz algorithms: Exact MSE analysis and optimal sampling probabilities

Ameya Agaskar, Chuang Wang, Yue M. Lu · 2014 · 30 citations · Full text

Computing, Computer Science, Algorithms +12