59 citations · 117 across the 11 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
quant-ph2023★ 2 cited
Theory on variational high-dimensional tensor networks
Zidu Liu, Qi Ye, Li-Wei Yu +2
Tensor network methods are powerful tools for studying quantum many-body systems. In this paper, we investigate the emergent statistical properties of random high-dimensional tenso…
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…