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Centered Weak Discrete Riemannian Gradients: A Unified Framework for Riemannian Optimization

Zhou, Derun et al.
arXiv (All) · Papers
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optimization-and-control
We introduce the centered weak discrete Riemannian gradient (c-wDRG) framework for the unified analysis of optimization methods on Riemannian manifolds. The framework uses a center point to represent the relevant logarithmic differences in a common tangent space and covers Riemannian steepest descen
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