A class of random fields on complete graphs with tractable partition function
Boris FlachPublished in: CoRR (2012)
Keyphrases
- random fields
- partition function
- markov random field
- non stationary
- parameter estimation
- conditional random fields
- maximum entropy
- upper bound
- upper and lower bounds
- probabilistic model
- closed form
- approximate inference
- belief propagation
- importance sampling
- probability density function
- graphical models
- structured prediction
- maximum likelihood
- maximum likelihood estimation
- information retrieval
- efficient learning
- loopy belief propagation
- computer vision