Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces

Rui Wang, Yuesheng Xu, Mingsong Yan

Sparsity of a learning solution is a desirable feature in machine learning. Certain reproducing kernel Banach spaces (RKBSs) are appropriate hypothesis spaces for sparse learning m…