Node Embeddings and Exact Low-Rank Representations of Complex Networks.
Sudhanshu ChanpuriyaCameron MuscoKonstantinos SotiropoulosCharalampos E. TsourakakisPublished in: NeurIPS (2020)
Keyphrases
- complex networks
- low rank
- betweenness centrality
- high dimensional data
- matrix factorization
- small world networks
- degree centrality
- missing data
- convex optimization
- linear combination
- matrix completion
- semi supervised
- scale free
- low rank matrix
- singular value decomposition
- network analysis
- community structure
- community detection
- social network analysis
- graph theory
- rank minimization
- network structure
- link prediction
- centrality measures
- high order
- small world
- social networks
- overlapping communities
- trace norm
- biological networks
- real world networks
- low dimensional
- dimensionality reduction
- information theoretic concepts
- protein interaction networks
- functional modules
- manifold learning
- community discovery
- collaborative filtering
- high dimensional
- similarity measure
- graph structure
- directed graph
- random walk
- nearest neighbor