73 citations · 499 across the 29 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.IT2018
Two-way Function Computation
Seiyun Shin, Changho Suh
We explore the role of interaction for the problem of reliable computation over two-way multicast networks. Specifically we consider a four-node network in which two nodes wish to…
math.ST2018★ 73 cited
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model
Kwangjun Ahn, Kangwook Lee, Changho Suh
Spectral clustering is a celebrated algorithm that partitions objects based on pairwise similarity information. While this approach has been successfully applied to a variety of do…
cs.DC2018
Hierarchical Coding for Distributed Computing
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn +2
Coding for distributed computing supports low-latency computation by relieving the burden of straggling workers. While most existing works assume a simple master-worker model, we c…