no code implementations • NeurIPS 2019 • Robert Gower, Dmitry Koralev, Felix Lieder, Peter Richtarik
We develop a randomized Newton method capable of solving learning problems with huge dimensional feature spaces, which is a common setting in applications such as medical imaging, genomics and seismology.