Learning Landmark-Based Ensembles with Random Fourier Features and Gradient Boosting

Léo Gautheron, Pascal Germain, Amaury Habrard +3

We propose a Gradient Boosting algorithm for learning an ensemble of kernel functions adapted to the task at hand. Unlike state-of-the-art Multiple Kernel Learning techniques that…