Classes of lower bounds on outage error probability and MSE in Bayesian parameter estimation
Tirza RouttenbergJoseph TabrikianPublished in: CoRR (2010)
Keyphrases
- parameter estimation
- error probability
- upper bound
- lower bound
- maximum likelihood
- posterior distribution
- model selection
- least squares
- bayesian model selection
- markov random field
- markov chain monte carlo
- em algorithm
- random fields
- parameter estimation algorithm
- objective function
- expectation maximization
- upper and lower bounds
- vc dimension
- bayesian networks
- optimal solution
- error criterion
- sample size
- bayesian inference
- computer vision
- generalization error
- maximum entropy
- pairwise
- motion estimation
- image quality