Solving the BLASSO using Lasserre hierarchies

This repository allows to solve the Beurling LASSO with polynomial measurements using Lasserre hierarchies such as decribed in [1]. The example.ipynb notebook allows to reproduce the experiments presented in this paper.

Installation instructions

Enter add https://github.com/rpetit/BLASSOLasserre.jl in the Pkg REPL

References

[1] Y. De Castro, F. Gamboa, D. Henrion, J.-B. Lasserre, exact solutions to super-resolution on semi-algebraic domains in higher dimensions, IEEE Transactions on Information Theory, 2017