collaborators

1 paper

math.OC2018

Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization

Xi He, Rachael Tappenden, Martin Takac

In this paper we develop an adaptive dual free Stochastic Dual Coordinate Ascent (adfSDCA) algorithm for regularized empirical risk minimization problems. This is motivated by the…