Diversity-enhanced probabilistic ensemble for uncertainty estimation.
Hanjing WangQiang JiPublished in: UAI (2023)
Keyphrases
- uncertain data
- probability theory
- classifier ensemble
- probability measures
- conditional probabilities
- neural network
- bayesian networks
- ensemble methods
- decision theory
- ensemble learning
- random forest
- ensemble feature selection
- accurate estimation
- generative model
- posterior probability
- handling uncertainty
- ensemble classifier
- data driven
- probabilistic model
- inference process
- training set
- training data
- inherent uncertainty
- ensemble members
- continuous valued
- probability measure
- probabilistic knowledge
- estimation process
- possibility theory
- feature set
- belief functions
- estimation algorithm