Pure Message Passing Can Estimate Common Neighbor for Link Prediction.
Kaiwen DongZhichun GuoNitesh V. ChawlaPublished in: CoRR (2023)
Keyphrases
- message passing
- link prediction
- social networks
- social network analysis
- belief propagation
- random walk
- distributed systems
- complex networks
- probabilistic inference
- shared memory
- inference in graphical models
- factor graphs
- network structure
- missing links
- approximate inference
- distributed shared memory
- markov random field
- collaborative filtering
- sum product algorithm
- graphical models
- data sets
- entity resolution
- supervised learning
- maximum likelihood
- link formation
- sum product
- parameter estimation