SCOPE: Spectral Concentration by Distributionally Robust Joint Covariance-Precision Estimation

Renjie Chen, Viet Anh Nguyen, Huifu Xu

We propose a distributionally robust formulation for simultaneously estimating the covariance matrix and the precision matrix of a random vector.The proposed model minimizes the wo…