Variance reduction in stochastic methods for large-scale regularised least-squares problems

Yusuf Pilavcı, Pierre-Olivier Amblard, Simon Barthelmé +1

Large dimensional least-squares and regularised least-squares problems are expensive to solve. There exist many approximate techniques, some deterministic (like conjugate gradient)…