AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification.
Romain EgeleRomit MaulikKrishnan RaghavanPrasanna BalaprakashBethany LuschPublished in: CoRR (2021)
Keyphrases
- semi automated
- artificial intelligence
- robust optimization
- ensemble methods
- inherent uncertainty
- training set
- automated analysis
- fully automated
- random forests
- ensemble members
- deep learning
- computer assisted
- neural network
- decision theory
- ensemble learning
- multiple classifiers
- information systems
- case study
- feature selection
- prediction accuracy
- classification accuracy
- evolutionary algorithm
- reinforcement learning
- training data