Budgeted stream-based active learning via adaptive submodular maximization.
Kaito FujiiHisashi KashimaPublished in: NIPS (2016)
Keyphrases
- active learning
- objective function
- multi class
- greedy algorithm
- sliding window
- machine learning
- neural network
- learning strategies
- data streams
- semi supervised
- supervised learning
- training examples
- high order
- multi stream
- streaming data
- energy minimization
- relevance feedback
- training set
- decision trees
- learning algorithm