Ising on the Graph: Task-specific Graph Subsampling via the Ising Model.
Maria BånkestadJennifer AnderssonSebastian MairJens SjölundPublished in: CoRR (2024)
Keyphrases
- graph model
- dependency graph
- graph representation
- graph based algorithm
- probabilistic model
- markov random field
- neural network
- computational model
- mathematical model
- weighted graph
- bayesian framework
- parameter estimation
- prior knowledge
- objective function
- random walk
- experimental data
- connected components
- em algorithm
- formal model
- phase transition
- bipartite graph
- upper bound
- management system
- graph databases
- probability distribution