2 citations · 4 across the 6 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2026
Regularized Coupling Maps on Matrix Polytopes: From Assignment to Graph Matching and Optimal Transport
Binrui Shen, Shengxin Zhu
Three classical problems-linear assignment, graph matching, and optimal transport-share a common structure: they seek an optimal matrix-valued coupling on a matrix polytope. We stu…
math.OC2023★ 2 cited
Adaptive Softassign via Hadamard-Equipped Sinkhorn
Binrui Shen, Qiang Niu, Shengxin Zhu
Softassign is a pivotal method in graph matching and other learning tasks. Many softassign-based algorithms exhibit performance sensitivity to a parameter in the softassign. Howeve…