Atomic norm denoising with applications to line spectral estimation

Badri Narayan Bhaskar, Gongguo Tang, Benjamin Recht

Motivated by recent work on atomic norms in inverse problems, we propose a new approach to line spectral estimation that provides theoretical guarantees for the mean-squared-error…