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Node Embeddings and Exact Low-Rank Representations of Complex Networks.
Sudhanshu Chanpuriya
Cameron Musco
Konstantinos Sotiropoulos
Charalampos E. Tsourakakis
Published in:
CoRR (2020)
Keyphrases
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complex networks
low rank
betweenness centrality
high dimensional data
degree centrality
missing data
linear combination
convex optimization
matrix completion
matrix factorization
small world networks
community detection
low rank matrix
singular value decomposition
network analysis
scale free
social network analysis
social networks
community structure
high order
rank minimization
overlapping communities
network structure
link prediction
semi supervised
dimensionality reduction
centrality measures
trace norm
protein interaction networks
low dimensional
biological networks
real world networks
graph theory
singular values
small world
data sets
functional modules
graph structure
manifold learning
nearest neighbor
distance measure