Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios.
Xueying ZhanZe-yu DaiQingzhong WangQing LiHaoyi XiongDejing DouAntoni B. ChanPublished in: CoRR (2022)
Keyphrases
- active learning
- data distribution
- data sets
- data structure
- data collection
- test data
- high quality
- experimental data
- end users
- image data
- databases
- privacy preserving
- missing data
- data processing
- small number
- data points
- probability distribution
- data analysis
- training data
- raw data
- uniformly distributed
- training examples
- optimization algorithm
- unlabeled data
- statistical analysis
- computer systems
- input data
- multi objective
- prior knowledge
- data mining