Optimal Estimation of Structured Covariance Operators

Omar Al-Ghattas, Jiaheng Chen, Daniel Sanz-Alonso +1

This paper establishes optimal convergence rates for estimation of structured covariance operators of Gaussian processes. We study banded operators with kernels that decay rapidly…