Local Neighborhood Fusion in Locally Constant Gaussian Graphical Models

Apratim Ganguly, Wolfgang Polonik

In this paper we penetrate and extend the notion of local constancy in graphical models that has been introduced by Honorio et al. (2009). We propose Neighborhood-Fused Lasso, a me…