Doubly stochastic large scale kernel learning with the empirical kernel map

Nikolaas Steenbergen, Sebastian Schelter, Felix Bießmann

With the rise of big data sets, the popularity of kernel methods declined and neural networks took over again. The main problem with kernel methods is that the kernel matrix grows…