Multiple Kernel Learning Using Sparse Representation

This paper introduces a kernel machine for multiclass discrimination where the scoring function for each class is constructed using a linear combination over a predefined diverse library of kernel functions. The scoring function is built using an expanded set of the kernel library hence increasing t... View More