WMBAL: weighted minimum bounds for active learning.
Shuai LuJiaxi ZhengZhi LiXuerui DaiPublished in: Appl. Intell. (2024)
Keyphrases
- active learning
- upper bound
- constant factor
- learning strategies
- supervised learning
- semi supervised
- pool based active learning
- learning process
- training set
- lower bound
- feature selection
- training examples
- selective sampling
- experimental design
- upper and lower bounds
- expected loss
- crowd sourced
- lp norm
- machine learning
- average case
- sample complexity
- weighted sum
- data sets
- lower and upper bounds
- batch mode
- tight bounds
- transfer learning
- labeled data
- learning algorithm
- square error
- worst case bounds
- music emotion classification