Mohammad Reza Aref

Fundamental Limits of Distributed Covariance Matrix Estimation Under Communication Constraints

Estimating high-dimensional covariance matrices is crucial in various domains. This work considers a scenario where two collaborating agents access disjoint dimensions of $m$ samples from a high--dimensional random vector, and they can only communicate a limited number of bits to a central server, w…