Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community Structures.
Van Thuy HoangO-Joun LeePublished in: CoRR (2023)
Keyphrases
- message passing
- community structure
- belief propagation
- community detection
- complex networks
- distributed systems
- sum product algorithm
- probabilistic inference
- shared memory
- communities in social networks
- real world networks
- network analysis
- social networks
- overlapping communities
- factor graphs
- inference in graphical models
- distributed shared memory
- approximate inference
- random graphs
- graph cuts
- markov random field
- sum product
- network structure
- higher order
- image segmentation
- machine learning
- graphical models
- junction tree
- loopy belief propagation
- image retrieval
- community detection algorithms
- pairwise