Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping.
Vikranth DwaracherlaZheng WenIan OsbandXiuyuan LuSeyed Mohammad AsghariBenjamin Van RoyPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- prior knowledge
- decision trees
- estimation algorithm
- uncertain data
- prior information
- ensemble methods
- inherent uncertainty
- accurate estimation
- parametric models
- ensemble learning
- parameter estimation
- information extraction
- incomplete information
- artificial intelligence
- density estimation
- estimation error
- support vector
- belief functions
- multiscale
- imbalanced data
- correlation function
- decision making