Vector-valued Reproducing Kernel Banach Spaces with Group Lasso Norms

Liangzhi Chen, Haizhang Zhang, Jun Zhang

Focusing on establishing a mathematical basis for kernel methods in sparse multi-task learning, we explore the theory of vector-valued reproducing kernel Banach spaces (RKBSs) endo…