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20232025
most citedNew vector transport operators extending a Riemannian CG algorithm to generalized Stiefel manifold with low-rank applications

6 citations · 6 across the 5 of their papers we have counts for

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math.OC2023★ 6 cited

New vector transport operators extending a Riemannian CG algorithm to generalized Stiefel manifold with low-rank applications

Xuejie Wang, Kangkang Deng, Zheng Peng +1

This paper proposes two innovative vector transport operators, leveraging the Cayley transform, for the generalized Stiefel manifold embedded with a non-standard metric. Specifical…

math.OC2023

Stochastic Conjugate Frameworks for Nonconvex and Nonsmooth Optimization

Jiangshan Wang, Zheng Peng

We introduce two new stochastic conjugate frameworks for a class of nonconvex and possibly also nonsmooth optimization problems. These frameworks are built upon Stochastic Recursiv…