Hybrid-DCA: A Double Asynchronous Approach for Stochastic Dual Coordinate Ascent

Soumitra Pal, Tingyang Xu, Tianbao Yang +2

In prior works, stochastic dual coordinate ascent (SDCA) has been parallelized in a multi-core environment where the cores communicate through shared memory, or in a multi-processo…