Minimization of Functions on Dually Flat Spaces Using Geodesic Descent Based on Dual Connections

Gaku Omiya, Fumiyasu Komaki

We propose geodesic-based optimization methods on dually flat spaces, where the geometric structure of the parameter manifold is closely related to the form of the objective functi…