Mean-Field Approximations for Stochastic Population Processes with Heterogeneous Interactions.
Anirudh SridharSoummya KarPublished in: SIAM J. Control. Optim. (2023)
Keyphrases
- stochastic processes
- closed form
- free energy
- markov random field
- monte carlo
- variational methods
- partition function
- fixed point
- em algorithm
- belief networks
- learning automata
- variational approximation
- real world
- population size
- stochastic model
- heterogeneous networks
- bayesian inference
- computational models
- higher order
- probabilistic model
- clustering algorithm