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math.OC2023★ 1 cited
Composite Optimization Algorithms for Sigmoid Networks
Huixiong Chen, Qi Ye
In this paper, we use composite optimization algorithms to solve sigmoid networks. We equivalently transfer the sigmoid networks to a convex composite optimization and propose the…
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…