Stochastic Convergence Analysis for Large-Scale Linear Discrete Ill-posed Problems

Duan-Peng Ling, Wenlong Zhang

We study weighted Tikhonov regularization for large-scale linear discrete ill-posed problems with random noise. Under a polynomial upper-bound assumption on the generalized eigenva…