Projected gradient descent for non-convex sparse spike estimation

Yann Traonmilin, Jean-François Aujol, Arthur Leclaire

We propose a new algorithm for sparse spike estimation from Fourier measurements. Based on theoretical results on non-convex optimization techniques for off-the-grid sparse spike e…