Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai ShalevShwartz SHAIS CS HUJI AC IL School of Computer Science and Engineering The Hebrew University Jerusa

Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai ShalevShwartz SHAIS CS HUJI AC IL School of Computer Science and Engineering The Hebrew University Jerusa

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Author: ellena-manuel
| Published: 2014-12-13 | 710 Views

Beijing China Abstract We introduce a proximal version of the stochas tic dual coordinate ascent method and show how to accelerate the method using an innerouter it eration procedure We analyze the runtime of the framework and obtain rates that impr

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