Stochastic Dual Coordinate Ascent with Adaptive Probabilities
Published on Dec 05, 20151753 Views
This paper introduces AdaSDCA: an adaptive variant of stochastic dual coordinate ascent (SDCA) for solving the regularized empirical risk minimization problems. Our modification consists in allowing t