Fig. 2From: Stochastic convex sparse principal component analysisConvergence of sparse pattern in the log scale. Cvx-SPCA with Prox-SGD takes 275 iterations, whereas Cvx-SPCA with Prox-SVRG takes 45 iterations to converge a similar sparsity patternBack to article page