Tensor Graphical Model: Non-convex Optimization and Statistical Inference

Xiang Lyu, Will Wei Sun, Zhaoran Wang +3

We consider the estimation and inference of graphical models that characterize the dependency structure of high-dimensional tensor-valued data. To facilitate the estimation of the…