Decomposition Method for Lipschitz Stability of General LASSO-type Problems

Chunhai Hu, Wei Yao, Jin Zhang

This paper introduces a decomposition-based method to investigate the Lipschitz stability of solution mappings for general LASSO-type problems with convex data fidelity and $\ell_1…