Jinshan Zeng

activity

20132025

most citedGlobal Convergence of ADMM in Nonconvex Nonsmooth Optimization

198 citations · 480 across the 36 of their papers we have counts for

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Showing 2013Show all

2 papers · 1 filter

cs.LG2013

Learning rates of $l^{q}$ coefficient regularization learning with Gaussian kernel

Shaobo Lin, Jinshan Zeng, Jian Fang +1

Regularization is a well recognized powerful strategy to improve the performance of a learning machine and $l^{q}$ regularization schemes with $0 < q < \infty$ are central in use. It is…

cs.IT2013

Sparse Solution of Underdetermined Linear Equations via Adaptively Iterative Thresholding

Jinshan Zeng, Shaobo Lin, Zongben Xu

Finding the sparset solution of an underdetermined system of linear equations $y = A x$ has attracted considerable attention in recent years. Among a large number of algorithms, itera…

Learning rates of lq coefficient regularization learning with Gaussian kernel

Sparse Solution of Underdetermined Linear Equations via Adaptively Iterative Thresholding

Learning rates of $l^{q}$ coefficient regularization learning with Gaussian kernel