Inhomogeneous graph trend filtering via a l2,0 cardinality penalty

Xiaoqing Huang, Andersen Ang, Kun Huang +2

We study estimation of piecewise smooth signals over a graph. We propose a ${\ell }_{2,0}$-norm penalized Graph Trend Filtering (GTF) model to estimate piecewise smooth graph signals…