A unified randomized batch-sampling Kaczmarz framework yields scale-invariant expected linear convergence bounds for block methods solving linear systems.
Byrne, A unified treatment of some iterative algorithms in signal processing and image reconstruction, Inverse Probl., 20(1) (2003), pp
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Randomized batch-sampling Kaczmarz methods for solving linear systems
A unified randomized batch-sampling Kaczmarz framework yields scale-invariant expected linear convergence bounds for block methods solving linear systems.