KoppelAlec

Parsimonious online learning with kernels via sparse projections in function space

2019 · Journal of Machine Learning Research

Despite their attractiveness, popular perception is that techniques for nonparametric function approximation do not scale to streaming data due to an intractable growth in the amount of storage the...