Inhomogeneous graph trend filtering via a [Formula: see text] -norm cardinality penalty
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We study estimation of piecewise smooth signals over a graph. We propose a ℓ 2,0 -norm penalized Graph Trend Filtering (GTF) model to estimate piecewise smooth graph signals that exhibit inhomogeneous levels of smoothness across the nodes. We prove th... ...
