Deep Active Learning: Unified and Principled Method for Query and Training.
Changjian ShuiFan ZhouChristian GagnéBoyu WangPublished in: AISTATS (2020)
Keyphrases
- active learning
- training process
- preprocessing
- significant improvement
- cost function
- high precision
- objective function
- training samples
- high accuracy
- training phase
- database
- retrieval method
- supervised learning
- query processing
- language model
- pairwise
- detection method
- keywords
- database systems
- search engine
- information retrieval