Framework for converting mechanistic network models to probabilistic models.
Ravi GoyalVictor De GruttolaJukka-Pekka OnnelaPublished in: J. Complex Networks (2023)
Keyphrases
- probabilistic model
- graphical models
- generative model
- probabilistic modeling
- modeling framework
- conditional random fields
- random fields
- peer to peer
- main contribution
- bayesian inference
- generic model
- bayesian networks
- theoretical framework
- fully connected
- mathematical framework
- network model
- conditional probabilities
- bayesian framework
- statistical models
- language model
- neural network
- discriminative models
- information diffusion
- latent variables
- complex systems
- decision trees