Mean-field derivation of Landau-like equations.
José Antonio CarrilloShuchen GuoPierre-Emmanuel JabinPublished in: Appl. Math. Lett. (2024)
Keyphrases
- monte carlo
- markov random field
- mathematical model
- closed form
- belief networks
- statistical mechanics
- linear equations
- markov networks
- numerical solution
- linear complexity
- free energy
- linear systems
- coordinate ascent
- variational methods
- differential equations
- em algorithm
- bayesian inference
- fixed point
- finite difference
- loopy belief propagation
- nonlinear equations
- probability distribution
- data sets