7 citations · 7 across the 1 of their papers we have counts for
5 papers
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…
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…
Simulating outcomes of interventions using a multipurpose simulation program based on the Evolutionary Causal Matrices and Markov Chain
Hyemin Han, Kangwook Lee, Firat Soylu
Predicting long-term outcomes of interventions is necessary for educational and social policy-making processes that might widely influence our society for the long-term. However, p…
Community Recovery in Hypergraphs
Kwangjun Ahn, Kangwook Lee, Changho Suh
Community recovery is a central problem that arises in a wide variety of applications such as network clustering, motion segmentation, face clustering and protein complex detection…
Fast and Robust Compressive Phase Retrieval with Sparse-Graph Codes
Dong Yin, Kangwook Lee, Ramtin Pedarsani +1
In this paper, we tackle the compressive phase retrieval problem in the presence of noise. The noisy compressive phase retrieval problem is to recover a -sparse complex signal $…