Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation
Akshat KumarShlomo ZilbersteinPublished in: CoRR (2012)
Keyphrases
- message passing
- quadratic programming
- markov random field
- map estimation
- sum product algorithm
- learning algorithm
- linear programming
- belief propagation
- computational complexity
- special case
- maximum likelihood
- finds an optimal solution
- markov networks
- latent variables
- maximum a posteriori
- motion estimation
- support vector machine
- object recognition
- training data