Author

M. Aphane

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Preprint Sep 2026

A Riemannian Inertial Adaptive Gradient Method with Momentum Restart

We propose RIAG-R, a Riemannian Inertial Adaptive Gradient method with gradient-triggered Restart, for optimization on Riemannian manifolds. RIAG-R combines three ingredients: an AdaGrad-type adaptive step-size that requires no knowledge of the Lipschitz constant; inertial extrapolation in the tangent space via the exp...

L. Jolaoso, P. V. Ndlovu, M. Aphane · 0 citations