Riemannian Geometry of Symmetric Positive Definite Matrices via Cholesky Decomposition

Zhenhua Lin

We present a new Riemannian metric, termed Log-Cholesky metric, on the manifold of symmetric positive definite (SPD) matrices via Cholesky decomposition. We first construct a Lie g…