2 papers
math.NA2025
Connecting randomized iterative methods with Krylov subspaces
Yonghan Sun, Deren Han, Jiaxin Xie
Randomized iterative methods, such as the randomized Kaczmarz method, have gained significant attention for solving large-scale linear systems due to their simplicity and efficienc…
math.ST2025
Two improved algorithms for sparse generalized canonical correlation analysis
Kuo-Yue Li, Qi-Ye Zhang, Yong-Han Sun
Regularized generalized canonical correlation analysis (RGCCA) is a generalization of regularized canonical correlation analysis to three or more sets of variables, which is a comp…