Optimal Feature Selection for Decision Robustness in Bayesian Networks.
YooJung ChoiAdnan DarwicheGuy Van den BroeckPublished in: IJCAI (2017)
Keyphrases
- bayesian networks
- feature selection
- feature subset
- decision making
- feature set
- decision model
- mutual information
- dynamic programming
- support vector machine
- decision makers
- random variables
- closed form
- decision variables
- multi class
- worst case
- machine learning
- feature extraction
- model selection
- naive bayes
- decision rules
- text categorization
- discriminative features
- influence diagrams
- support vector
- lower bound
- probability distribution
- classification accuracy