A Robust UCB scheme for active learning in regression from strategic crowds.
Divya PadmanabhanSatyanath BhatDinesh GargShirish K. ShevadeY. NarahariPublished in: IJCNN (2016)
Keyphrases
- active learning
- regression model
- semi supervised
- learning process
- computationally efficient
- data sets
- experimental design
- regression analysis
- support vector regression
- labeled data
- training examples
- human age estimation
- simple linear
- random sampling
- partial occlusion
- knowledge management
- supervised learning
- feature space
- image sequences
- case study
- machine learning