On the relative value of weak information of supervision for learning generative models: An empirical study.
Jerónimo Hernández-GonzálezAritz PérezPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- generative model
- prior knowledge
- learning process
- discriminative learning
- active learning
- learning algorithm
- background knowledge
- hidden variables
- discriminative models
- supervised learning
- semi supervised learning
- boltzmann machine
- object categorization
- weakly supervised
- learning tasks
- conditional random fields
- unsupervised learning
- em algorithm
- information extraction
- reinforcement learning