A Factor-Graph Approach to Algebraic Topology, With Applications to Kramers-Wannier Duality.
Ali Al-BashabshehPascal O. VontobelPublished in: IEEE Trans. Inf. Theory (2018)
Keyphrases
- factor graphs
- graphical models
- message passing
- approximate inference
- belief propagation
- latent variables
- parameter learning
- probabilistic inference
- probabilistic graphical models
- model construction
- exact inference
- markov networks
- random variables
- least squares
- probabilistic model
- stereo matching
- joint distribution
- markov random field