Data Compression and Selection of Variables, with Respect to Exact Inference.
Jürgen LäuterSiegfried KropfPublished in: COMPSTAT (2002)
Keyphrases
- data compression
- exact inference
- graphical models
- approximate inference
- bayesian networks
- probabilistic inference
- belief networks
- compression algorithm
- inference in bayesian networks
- belief propagation
- random variables
- latent variables
- compression ratio
- variational methods
- structured prediction
- approximation algorithms
- hidden variables
- information extraction
- least squares
- dynamic bayesian networks
- probabilistic model