Linear convergence of a one-cut conditional gradient method for total variation regularization

Giacomo Cristinelli, José A. Iglesias, Daniel Walter

We introduce a fully-corrective generalized conditional gradient method for convex minimization problems involving total variation regularization on multidimensional domains. It re…