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20122016
most citedCoordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

88 citations · 101 across the 5 of their papers we have counts for

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math.NA2016★ 10 cited

Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph

Julie Nutini, Behrooz Sepehry, Issam Laradji +3

The Kaczmarz method is an iterative algorithm for solving systems of linear equalities and inequalities, that iteratively projects onto these constraints. Recently, Strohmer and Ve…