Adaptive Stochastic Gradient Descents on Manifolds with an Application on Weighted Low-Rank Approximation

2025-03-14Code Available0· sign in to hype

Peiqi Yang, Conglong Xu, Hao Wu

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github.com/pqyang9/adaptive-sgd
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Abstract

We prove a convergence theorem for stochastic gradient descents on manifolds with adaptive learning rate and apply it to the weighted low-rank approximation problem.

Adaptive Stochastic Gradient Descents on Manifolds with an Application on Weighted Low-Rank Approximation

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Abstract

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