Robust Non-negative Proximal Gradient Algorithm for Inverse Problems

Hanzhang Wang, Zonglin Liu, Jingyi Xu +3

Proximal gradient algorithms (PGA), while foundational for inverse problems like image reconstruction, often yield unstable convergence and suboptimal solutions by violating the cr…