Lower-bounds on the Bayesian Risk in estimation procedures via Sibson's $\alpha$-Mutual Information.
Amedeo Roberto EspositoMichael GastparPublished in: ISIT (2021)
Keyphrases
- mutual information
- lower bound
- parzen window
- upper bound
- information theoretic
- image registration
- bayesian estimation
- similarity measure
- medical image registration
- branch and bound
- np hard
- parameter estimation
- feature selection
- selection criterion
- maximum likelihood
- objective function
- conditional mutual information
- multimodal image registration
- data swapping
- lower and upper bounds
- risk management
- density estimation
- branch and bound algorithm
- search algorithm
- bayesian networks
- decision making
- information gain
- model selection
- information theoretic measures