The log-shift penalty for adaptive estimation of multiple Gaussian graphical models

Yuancheng Zhu, Rina Foygel Barber

Sparse Gaussian graphical models characterize sparse dependence relationships between random variables in a network. To estimate multiple related Gaussian graphical models on the s…