82 citations · 181 across the 16 of their papers we have counts for
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cs.DS2019★ 2 cited
Improved Algorithms for Time Decay Streams
Vladimir Braverman, Harry Lang, Enayat Ullah +1
In the time-decay model for data streams, elements of an underlying data set arrive sequentially with the recently arrived elements being more important. A common approach for hand…
cs.LG2019★ 16 cited
Communication-efficient distributed SGD with Sketching
Nikita Ivkin, Daniel Rothchild, Enayat Ullah +3
Large-scale distributed training of neural networks is often limited by network bandwidth, wherein the communication time overwhelms the local computation time. Motivated by the su…