Feature Understanding and Sparsity Enhancement via 2-Layered kernel machines (2L-FUSE)

Fabiana Camattari, Sabrina Guastavino, Francesco Marchetti +1

We propose a novel sparsity enhancement strategy for regression tasks, based on learning a data-adaptive kernel metric, i.e., a shape matrix, through 2-Layered kernel machines. The…