Uncertainty sampling based active learning with diversity constraint by sparse selection.
Gaoang WangJenq-Neng HwangCraig S. RoseFarron WallacePublished in: MMSP (2017)
Keyphrases
- active learning
- semi supervised
- learning strategies
- sparse data
- active learning strategies
- motion planning
- pool based active learning
- monte carlo
- pairwise
- random sampling
- selection algorithm
- random selection
- selective sampling
- batch mode
- compressive sensing
- experimental design
- training examples
- semi supervised learning
- model selection
- supervised learning
- evolutionary algorithm
- high dimensional