Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization.

Xi He Rachael Tappenden Martin Takác

Published in: Frontiers Appl. Math. Stat. (2018)

Keyphrases

empirical risk minimization
statistical learning theory
uniform convergence
vc dimension
rates of convergence
computationally tractable
generalization bounds
machine learning
image compression
theoretical framework