Mitigating the Curse of Correlation in Security Games by Entropy Maximization.
Haifeng XuShaddin DughmiMilind TambeVenil Loyd NoronhaPublished in: AAMAS (2018)
Keyphrases
- information theoretic
- high dimensional
- information theory
- mutual information
- correlation coefficient
- objective function
- high dimensional data
- data sets
- risk management
- dimensionality reduction
- dimension reduction
- similarity measure
- high correlation
- input data
- cross correlation
- correlation analysis
- minimum error
- information content
- markov random field
- pattern recognition
- decision trees
- machine learning
- databases