885 citations · 1.7k across the 71 of their papers we have counts for
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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…
Platoons of connected vehicles can double throughput in urban roads
Jennie Lioris, Ramtin Pedarsani, Fatma Yildiz Tascikaraoglu +1
Intersections are the bottlenecks of the urban road system because an intersection's capacity is only a fraction of the flows that the roads connecting to the intersection can carr…
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…