Communication Efficient Parallel Algorithms for Optimization on Manifolds

Bayan Saparbayeva, Michael Minyi Zhang, Lizhen Lin

The last decade has witnessed an explosion in the development of models, theory and computational algorithms for "big data" analysis. In particular, distributed computing has serve…