Inversion-Free Natural Gradient Descent on Riemannian Manifolds

Dario Draca, Takuo Matsubara, Minh-Ngoc Tran

The natural gradient method is a central tool for statistical optimisation, but its broader application is hindered by the assumption of a Euclidean parameter space, the repeated e…