Open access
Aug 2026
Ensemble–based instance selection for multi–target regression using kernel sparse modeling
The proposed method introduces Sparse Modeling Representative Selection (SMRS) to characterize the self-representativeness of instances, where a block-sparse coefficient matrix is learned to identify representative training samples.
Jing Li, Sheng-Xiang Sun, Mingchi Lin et al.
· Journal of King Saud Univers... · 0 citations