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CONVERGENCE ANALYSIS OF GRADIENT ALGORITHMS ON RIEMANNIAN MANIFOLDS WITHOUT CURVATURE CONSTRAINTS AND APPLICATION TO RIEMANNIAN MASS

Wang, JH; Wang, XM; Li, C; Yao, JC

Wang, XM (corresponding author), Guizhou Univ, Coll Math & Stat, Guiyang 550025, Guizhou, Peoples R China.

SIAM JOURNAL ON OPTIMIZATION, 2021; 31 (1): 172

Abstract

We study the convergence issue for the gradient algorithm (employing general step sizes) for optimization problems on general Riemannian manifolds (wi......

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