Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency.
Georg KremplDaniel KottkeMyra SpiliopoulouPublished in: Discovery Science (2014)
Keyphrases
- active learning
- random sampling
- generative model
- semi supervised
- multi class
- selective sampling
- uncertain data
- learning strategies
- real time
- probabilistic model
- computational complexity
- bayesian networks
- training set
- information systems
- neural network
- machine learning
- belief networks
- information retrieval
- context sensitive
- posterior probability
- computational efficiency
- transfer learning
- training examples
- training data
- text classification
- optimal solution
- hidden markov models