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math.OC2025

Accelerated Natural Gradient Method for Parametric Manifold Optimization

Chenyi Li, Shuchen Zhu, Zhonglin Xie +1

Parametric manifold optimization problems frequently arise in various machine learning tasks, where state functions are defined on infinite-dimensional manifolds. We propose a unif…