Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling.
Antonino FrenoMikaela KellerMarc TommasiPublished in: NIPS (2012)
Keyphrases
- random fields
- markov random field
- conditional random fields
- random field models
- parameter estimation
- maximum entropy
- random field model
- probabilistic model
- non stationary
- autoregressive
- pseudo likelihood
- textured images
- potential functions
- network structure
- belief propagation
- marginal distributions
- em algorithm
- maximum likelihood
- probability distribution
- machine learning