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math.OC2023
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…
math.NA2023
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…