A Family of Bayesian Cramér-Rao Bounds, and Consequences for Log-Concave Priors.
Efe ArasKuan-Yun LeeAshwin PananjadyThomas A. CourtadePublished in: ISIT (2019)
Keyphrases
- prior distribution
- pac bayesian
- upper bound
- prior probabilities
- lower bound
- bayesian approaches
- bayesian framework
- belief nets
- special case
- posterior distribution
- bayesian models
- dirichlet prior
- bayesian estimation
- upper and lower bounds
- data driven
- bayesian inference
- rao bound
- scoring metrics
- prior information
- maximum likelihood
- image prior
- graphical models
- prior knowledge
- metropolis hastings algorithm
- bayesian decision
- generalized em algorithm
- prior model
- statistical inference
- lower and upper bounds
- error bounds
- maximum a posteriori