Giuseppe Vinci

Covariance matrix completion via auxiliary information

Abstract Covariance matrix estimation is an important task in the analysis of multivariate data in disparate scientific fields. However, modern scientific data are often incomplete due to factors beyond the control of researchers, and traditional methods may only yield incomplete...