Efficient Covariance Estimation from Temporal Data

Hrayr Harutyunyan, Daniel Moyer, Hrant Khachatrian +2

Estimating the covariance structure of multivariate time series is a fundamental problem with a wide-range of real-world applications -- from financial modeling to fMRI analysis. D…