A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds.
Divya PadmanabhanSatyanath BhatDinesh GargShirish K. ShevadeY. NarahariPublished in: CoRR (2016)
Keyphrases
- active learning
- human age estimation
- active sampling
- model selection
- regression algorithm
- label noise
- case study
- learning strategies
- regression model
- support vector
- semi supervised
- computationally efficient
- semi supervised learning
- robust regression
- selection strategy
- neural network
- least squares
- decision making
- machine learning