Batch Active Learning from the Perspective of Sparse Approximation.
Maohao ShenBowen JiangJacky Yibo ZhangOluwasanmi KoyejoPublished in: CoRR (2022)
Keyphrases
- sparse approximation
- active learning
- batch mode
- linear combination
- noise model
- gaussian process
- sparse coding
- convex relaxation
- incremental learning
- training examples
- marginal likelihood
- transfer learning
- semi supervised
- supervised learning
- machine learning
- semi supervised learning
- cost sensitive
- generative model
- small number
- training set
- image segmentation