Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning.
Wenhao JiangCheng DengWei LiuFeiping NieFu-Lai ChungHeng HuangPublished in: IJCAI (2017)
Keyphrases
- learning algorithm
- theoretic analysis
- learning systems
- domain independent
- noise tolerant
- learning problems
- orders of magnitude
- learning process
- prior knowledge
- active learning
- computational complexity
- online learning
- machine learning algorithms
- adaptive learning
- learning tasks
- domain specific
- computational cost
- training data
- benchmark datasets
- data sets
- theoretical analysis
- domain experts
- computationally efficient
- feature set
- reinforcement learning
- learned knowledge
- adaptive algorithms
- automatically learned