Riemannian Optimization over Symmetric Positive Definite Matrices with the Alpha-Procrustes Geometry

Derun Zhou, Keisuke Yano, Mahito Sugiyama

In Riemannian optimization, it is well known that the condition number of the Riemannian Hessian at an optimum strongly influences the asymptotic convergence behavior of optimizati…