Bounding the Partition Function using Holder's Inequality.
Qiang LiuAlexander T. IhlerPublished in: ICML (2011)
Keyphrases
- partition function
- upper bound
- lower bound
- upper and lower bounds
- markov random field
- belief propagation
- closed form
- random fields
- approximate inference
- probability density function
- importance sampling
- lower and upper bounds
- graphical models
- parameter estimation
- structured prediction
- bayesian framework
- special case
- maximum likelihood estimation
- least squares
- structure learning
- gaussian mixture model
- support vector