Projected Block Coordinate Descent for sparse spike estimation

Pierre-Jean Bénard, Yann Traonmilin, Jean François Aujol

We consider the problem of recovering off-the-grid spikes from linear measurements. The state of the art Over-Parametrized Continuous Orthogonal Matching Pursuit (OP-COMP) with Pro…