Towards optimal algorithms for the recovery of low-dimensional models with linear rates

Yann Traonmilin, Jean François Aujol, Antoine Guennec

We consider the problem of recovering elements of a low-dimensional model from linear measurements. From signal and image processing to inverse problems in data science, this quest…