Fast and Cheap Krylov-Based Covariance Smoothing

Ho Yun, Victor M. Panaretos

We introduce the Tensorized-and-Restricted Krylov (TReK) method, a simple and efficient algorithm for estimating covariance tensors with large observational sizes. TReK extends the…