Sparsity-Constraint Optimization via Splicing Iteration

Jin Zhu, Junxian Zhu, Zezhi Wang +3

Sparsity-constrained optimization underlies many problems in signal processing, statistics, and machine learning. State-of-the-art hard-thresholding (HT) algorithms rely on an appr…