885 citations · 983 across the 9 of their papers we have counts for
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cs.DC2015★ 885 cited
Speeding Up Distributed Machine Learning Using Codes
Kangwook Lee, Maximilian Lam, Ramtin Pedarsani +2
Codes are widely used in many engineering applications to offer robustness against noise. In large-scale systems there are several types of noise that can affect the performance of…
cs.IT2015
SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing based on Sparse-Graph Codes
Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
Group testing tackles the problem of identifying a population of defective items from a set of items by pooling groups of items efficiently in order to cut down the number…