The Factored Frontier Algorithm for Approximate Inference in DBNs.
Kevin P. MurphyYair WeissPublished in: UAI (2001)
Keyphrases
- approximate inference
- loopy belief propagation
- graphical models
- dynamic programming
- dynamic bayesian networks
- similarity measure
- factor graphs
- parameter estimation
- matching algorithm
- computer vision
- learning algorithm
- belief propagation
- exact inference
- variational methods
- expectation propagation
- free energy
- gaussian process
- incomplete data
- parameter settings
- bayesian framework
- expectation maximization
- distributed systems
- probabilistic model