Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers.
Aidan J. HughesPaul GardnerLawrence A. BullNikolaos DervilisKeith WordenPublished in: CoRR (2022)
Keyphrases
- decision making
- active learning
- discriminative classifiers
- generative model
- discriminative learning
- semi supervised
- probabilistic model
- machine learning
- bayesian networks
- object detection
- training examples
- multi class
- hidden markov models
- posterior probability
- parameter learning
- training set
- supervised learning
- decision trees
- labeled data
- semi supervised learning
- prior knowledge
- learning process