Learning primal-dual sparse kernel machines

Riikka Huusari, Sahely Bhadra, Cécile Capponi +2

Traditionally, kernel methods rely on the representer theorem which states that the solution to a learning problem is obtained as a linear combination of the data mapped into the r…