A unified framework for evaluating bounds on the Bayesian cost.
Wael A. HashlamounWasfi S. KafriPublished in: Signal Process. (1998)
Keyphrases
- lower bound
- pac bayesian
- upper bound
- optimal cost
- sum of squared errors
- worst case
- maximum likelihood
- cost sensitive
- total cost
- bayesian analysis
- minimal cost
- cost reduction
- bayesian methods
- worst case bounds
- bayesian networks
- high cost
- tight bounds
- distribution free
- storage cost
- contingency tables
- bayesian estimation
- upper and lower bounds
- machine learning
- decision theory
- generative model
- data driven
- multi class
- search engine