42 citations · 89 across the 6 of their papers we have counts for
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math.OC2017★ 9 cited
More Iterations per Second, Same Quality -- Why Asynchronous Algorithms may Drastically Outperform Traditional Ones
Robert Hannah, Wotao Yin
In this paper, we consider the convergence of a very general asynchronous-parallel algorithm called ARock, that takes many well-known asynchronous algorithms as special cases (grad…
math.OC2017★ 42 cited
Asynchronous Coordinate Descent under More Realistic Assumptions
Tao Sun, Robert Hannah, Wotao Yin
Asynchronous-parallel algorithms have the potential to vastly speed up algorithms by eliminating costly synchronization. However, our understanding to these algorithms is limited b…