Ensemble Estimators for Multivariate Entropy Estimation.
Kumar SricharanDennis L. WeiAlfred O. Hero IIIPublished in: IEEE Trans. Inf. Theory (2013)
Keyphrases
- ensemble methods
- information theoretic
- entropy measure
- maximum likelihood estimator
- estimation algorithm
- ensemble learning
- neural network
- mutual information
- estimation problems
- parameter estimation
- density estimation
- multi class
- decision trees
- random forests
- estimation accuracy
- accurate estimation
- variance reduction
- multivariate data
- random forest
- regression problems
- estimation error
- monte carlo
- regression model
- training set
- clustering algorithm