Intrinsic Riemannian Cross-covariance for Manifold-valued Random Objects

Carlos Soto, Cheng Wang, Yujing Huang +1

Covariance estimation yields a fundamental second-order statistic underlying representation learning, dimension reduction, and dependence modeling. While covariance has been well u…