Stochastic Variance-Reduced Iterative Hard Thresholding in Graph Sparsity Optimization

Derek Fox, Samuel Hernandez, Qianqian Tong

Stochastic optimization algorithms are widely used for large-scale data analysis due to their low per-iteration costs, but they often suffer from slow asymptotic convergence caused…