Robust and sparse Gaussian graphical modeling under cell-wise contamination

Shota Katayama, Hironori Fujisawa, Mathias Drton

Graphical modeling explores dependences among a collection of variables by inferring a graph that encodes pairwise conditional independences. For jointly Gaussian variables, this t…