378 citations · 1.8k across the 48 of their papers we have counts for
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cs.IT2016★ 19 cited
The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences
Yuxin Chen, Emmanuel Candes
Various applications involve assigning discrete label values to a collection of objects based on some pairwise noisy data. Due to the discrete---and hence nonconvex---structure of…
cs.IT2016★ 19 cited
Community Recovery in Graphs with Locality
Yuxin Chen, Govinda Kamath, Changho Suh +1
Motivated by applications in domains such as social networks and computational biology, we study the problem of community recovery in graphs with locality. In this problem, pairwis…