On Quasi-Newton Forward--Backward Splitting: Proximal Calculus and Convergence

Stephen Becker, Jalal Fadili, Peter Ochs

We introduce a framework for quasi-Newton forward--backward splitting algorithms (proximal quasi-Newton methods) with a metric induced by diagonal $\pm$ rank-$r$ symmetric positive…