Dual Riemannian Newton Method on Statistical Manifolds

Derun Zhou, Keisuke Yano, Mahito Sugiyama

In probabilistic modeling, parameter estimation is commonly formulated as a minimization problem on a parameter manifold. Optimization in such spaces requires geometry-aware method…