Localization Estimator for High Dimensional Tensor Covariance Matrices

Hao-Xuan Sun, Song Xi Chen, Yumou Qiu

This paper considers covariance matrix estimation of tensor data under high dimensionality. A multi-bandable covariance class is established to accommodate the need for complex cov…