Distribution-aware ${\ell }_1$ Analysis Minimization

Raziyeh Takbiri, Sajad Daei

This work is about recovering an analysis-sparse vector, i.e. sparse vector in some transform domain, from under-sampled measurements. In real-world applications, there often exist…