Link Prediction via Subgraph Embedding-Based Convex Matrix Completion.
Zhu CaoLinlin WangGerard de MeloPublished in: AAAI (2018)
Keyphrases
- link prediction
- matrix completion
- graph mining
- convex relaxation
- collaborative filtering
- low rank
- convex optimization
- social networks
- social network analysis
- network analysis
- random walk
- alternating direction method of multipliers
- bipartite graph
- globally optimal
- biological networks
- network structure
- complex networks
- community detection
- matrix factorization
- multi label
- singular values
- protein interaction networks
- rank aggregation
- multiple kernel learning
- incomplete data
- data sets
- supervised learning
- missing data
- kernel matrix
- recommender systems
- reinforcement learning
- text classification
- functional modules
- data mining
- singular value decomposition