A Fast Interior Point Method for Atomic Norm Soft Thresholding

Thomas Lundgaard Hansen, Tobias Lindstrøm Jensen

The atomic norm provides a generalization of the ${\ell }_1$-norm to continuous parameter spaces. When applied as a sparse regularizer for line spectral estimation the solution can be…