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Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

Published on 2015-12-052858 Views

There has been significant recent work on the theory and application of randomized coordinate descent algorithms, beginning with the work of~ Nesterov [SIAM J. Optim., 22(2), 2012], who showed that a

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