Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping.
Vikranth DwaracherlaZheng WenIan OsbandXiuyuan LuSeyed Mohammad AsghariBenjamin Van RoyPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- decision trees
- information extraction
- robust estimation
- estimation algorithm
- ensemble methods
- image segmentation
- image sequences
- aggregation functions
- accurate estimation
- ensemble learning
- prior information
- uncertain data
- basis functions
- inherent uncertainty
- incomplete information
- machine learning
- least squares
- semi supervised
- natural language
- artificial intelligence