15 citations · 30 across the 16 of their papers we have counts for
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cs.LG2020★ 1 cited
Asynchronous Distributed Optimization with Stochastic Delays
Margalit Glasgow, Mary Wootters
We study asynchronous finite sum minimization in a distributed-data setting with a central parameter server. While asynchrony is well understood in parallel settings where the data…
stat.ML2020★ 15 cited
Approximate Gradient Coding with Optimal Decoding
Margalit Glasgow, Mary Wootters
In distributed optimization problems, a technique called gradient coding, which involves replicating data points, has been used to mitigate the effect of straggling machines. Recen…