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- W2950876080 abstract "This paper considers optimization problems on Riemannian manifolds and analyzes iteration-complexity for gradient and subgradient methods on manifolds with non-negative curvature. By using tools from the Riemannian convex analysis and exploring directly the tangent space of the manifold, we obtain different iteration-complexity bounds for the aforementioned methods, complementing and improving related results. Moreover, we also establish iteration-complexity bound for the proximal point method on Hadamard manifolds." @default.
- W2950876080 created "2019-06-27" @default.
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- W2950876080 date "2016-09-15" @default.
- W2950876080 modified "2023-09-26" @default.
- W2950876080 title "Iteration-complexity of gradient, subgradient and proximal point methods on Riemannian manifolds" @default.
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- W2950876080 doi "https://doi.org/10.48550/arxiv.1609.04869" @default.
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