Inference of Interaction Kernels in Mean-Field Models of Opinion Dynamics.
Weiqi ChuQin LiMason A. PorterPublished in: SIAM J. Appl. Math. (2024)
Keyphrases
- probabilistic model
- parameter estimation
- complex systems
- random fields
- bayesian inference
- structured prediction
- em algorithm
- hidden variables
- variational inference
- continuous time bayesian networks
- learning algorithm
- statistical mechanics
- undirected graphical models
- interaction model
- markov networks
- posterior distribution
- markov random field