Fastfood: Approximate Kernel Expansions in Loglinear Time

Quoc Viet Le, Tamas Sarlos, Alexander Johannes Smola

Despite their successes, what makes kernel methods difficult to use in many large scale problems is the fact that storing and computing the decision function is typically expensive…