On the linear convergence rates of exchange and continuous methods for total variation minimization

Axel Flinth, Frédéric de Gournay, Pierre Weiss

We analyze an exchange algorithm for the numerical solution total-variation regularized inverse problems over the space M($\Omega$) of Radon measures on a subset $\Omega$ of R d. Our main re…