Characterization of the Basin of Convexity for Multi-Snapshot Spike Deconvolution via Variable Projection

Meghna Kalra, Maxime Ferreira Da Costa, Kiryung Lee

The problem of multi-snapshot spike deconvolution is studied, where the goal is to recover the locations of sparse impulses from their noisy convolution with a known point spread f…