/202104-sufficient

An implementation of the sufficient descent Riemannian conjugate gradient methods

Primary LanguagePythonMIT LicenseMIT

An implementation of the sufficient descent Riemannian conjugate gradient methods

This repository provides a solver of pymanopt, which is an implementation of the sufficient descent Riemannian conjugate gradient methods.

H. Sakai, H. Iiduka: Sufficient Descent Riemannian Conjugate Gradient Methods, (submitted)

All numerical examples presented in the paper are used this implementation. Our implementation is the modification of pymanopt.solver.ConjugateGradient.

Experiments

The experiments follow the examples of pymanopt.

Acknowledgements

This work was supported by JSPS KAKENHI Grant Number JP18K11184.

Authors