total-variation-sum-of-squares

Sum-of-squares hierarchies to solve the Total Variation norm minimization

This project is maintained by ydecastro

Sum-of-squares hierarchies to solve the Total Variation norm minimization

This repository contains an illustration of the numerical experiments performed in the paper entitled “Exact solutions to Super Resolution on semi-algebraic domains in higher dimensions” by Yohann De Castro, Fabrice Gamboa, Didier Henrion and Jean-Bernard Lasserre publisher at

De Castro, Y., Gamboa, F., Henrion, D., & Lasserre, J. B. (2017). Exact solutions to Super Resolution on semi-algebraic domains in higher dimensions. IEEE Transactions on Information Theory, 63(1), 621-630.

Download file on the ArXiv (arXiv:1502.02436)