12 citations · 59 across the 24 of their papers we have counts for
24 papers
Splitting Method for Support Vector Machine in Reproducing Kernel Banach Space with Lower Semi-continuous Loss Function
Mingyu Mo, Yimin Wei, Qi Ye
In this paper, we use the splitting method to solve support vector machine in reproducing kernel Banach space with lower semi-continuous loss function. We equivalently transfer sup…
Randomized GCUR decompositions
Zhengbang Cao, Yimin Wei, Pengpeng Xie
By exploiting the random sampling techniques, this paper derives an efficient randomized algorithm for computing a generalized CUR decomposition, which provides low-rank approximat…
Quantum-inspired algorithm for truncated total least squares solution
Qian Zuo, Yimin Wei, Hua Xiang
Total least squares (TLS) methods have been widely used in data fitting. Compared with the least squares method, for TLS problem we takes into account not only the observation erro…
An L-DEIM Induced High Order Tensor Interpolatory Decomposition
Zhengbang Cao, Yimin Wei, Pengpeng Xie
This paper derives the CUR-type factorization for tensors in the Tucker format based on a new variant of the discrete empirical interpolation method known as L-DEIM. This novel sam…
Generalized T-product Tensor Bernstein Bounds
Shih Yu Chang, Yimin Wei
Since Kilmer et al. introduced the new multiplication method between two third-order tensors around 2008 and third-order tensors with such multiplication structure are also called…
T product Tensors Part I: Inequalities
Shih Yu Chang, Yimin Wei
The T product operation between two three order tensors was invented around 2011 and it arises from many applications, such as signal processing, image feature extraction, machine…