Near optimal sample complexity for matrix and tensor normal models via geodesic convexity

Cole Franks, Rafael Oliveira, Akshay Ramachandran +1

The matrix normal model, i.e., the family of Gaussian matrix-variate distributions whose covariance matrices are the Kronecker product of two lower dimensional factors, is frequent…