A. Agarwal, S. Negahban, and M. J. Wainwright, Fast global convergence rates of gradient methods for highdimensional statistical recovery, The Annals of Statistics, vol.40, issue.5, pp.2452-2482, 2012.
DOI : 10.1214/12-aos1032
URL : https://doi.org/10.1214/12-aos1032

O. Fercoq and Z. Qu, Adaptive restart of accelerated gradient methods under local quadratic growth condition, 2017.

Q. Lin, Z. Lu, and L. Xiao, An accelerated proximal coordinate gradient method, Advances in Neural Information Processing Systems, pp.3059-3067, 2014.

Q. Lin, Z. Lu, and L. Xiao, An accelerated randomized proximal coordinate gradient method and its application to regularized empirical risk minimization, SIAM Journal on Optimization, vol.25, issue.4, pp.2244-2273, 2015.
DOI : 10.1137/141000270

C. Qu and H. Xu, Linear convergence of svrg in statistical estimation, 2016.