Shaobo Lin

activity

20132023

most citedDistributed learning with regularized least squares

73 citations · 152 across the 24 of their papers we have counts for

collaborators

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