Uncertainty Measurement of Deep Learning System based on the Convex Hull of Training Sets.
Hyekyoung HwangJitae ShinPublished in: CoRR (2024)
Keyphrases
- convex hull
- deep learning
- training set
- training samples
- unsupervised learning
- unsupervised feature learning
- supervised learning
- machine learning
- convex polyhedra
- mental models
- weakly supervised
- mixed integer
- integer points
- feature space
- training data
- training examples
- linear program
- active learning
- multiscale
- decision trees
- image processing
- data sets