DNNLasso: Scalable Graph Learning for Matrix-Variate Data

Meixia Lin, Yangjing Zhang

We consider the problem of jointly learning row-wise and column-wise dependencies of matrix-variate observations, which are modelled separately by two precision matrices. Due to th…