Nonasymptotic Convergence Rates for Plug-and-Play Methods With MMSE Denoisers

Henry Pritchard, Rahul Parhi

It is known that the minimum-mean-squared-error (MMSE) denoiser under Gaussian noise can be written as a proximal operator, which suffices for asymptotic convergence of plug-and-pl…