Transductive active learning - A new semi-supervised learning approach based on iteratively refined generative models to capture structure in data.
Tobias ReitmaierAdrian CalmaBernhard SickPublished in: Inf. Sci. (2015)
Keyphrases
- active learning
- hidden variables
- prior knowledge
- generative model
- semi supervised
- discriminative learning
- data sets
- supervised learning
- probabilistic model
- learned models
- learning algorithm
- reinforcement learning
- unlabeled data
- parameter learning
- data points
- latent structure
- text mining
- boltzmann machine
- mixture model
- labeled data
- probability distribution
- learning process
- pairwise
- training data
- information retrieval