Training Uncertainty-Aware Classifiers with Conformalized Deep Learning.
Bat-Sheva EinbinderYaniv RomanoMatteo SesiaYanfei ZhouPublished in: NeurIPS (2022)
Keyphrases
- deep learning
- deep architectures
- restricted boltzmann machine
- training set
- training examples
- training samples
- deep belief networks
- unsupervised feature learning
- unsupervised learning
- training data
- supervised learning
- decision trees
- machine learning
- mental models
- support vector
- weakly supervised
- feature set
- co occurrence
- long range
- decision making