Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise.
Chicheng ZhangYinan LiPublished in: CoRR (2021)
Keyphrases
- active learning
- learning algorithm
- computationally expensive
- noisy data
- learning strategies
- worst case
- computationally efficient
- benchmark datasets
- machine learning algorithms
- noise model
- computationally intensive
- theoretical analysis
- missing data
- supervised learning
- sample size
- computational cost
- computational complexity
- noise level
- data mining
- data sets