Less Is Better: Unweighted Data Subsampling via Influence Function.
Zifeng WangHong ZhuZhenhua DongXiuqiang HeShao-Lun HuangPublished in: AAAI (2020)
Keyphrases
- data sets
- synthetic data
- data sources
- data processing
- statistical analysis
- data collection
- databases
- data analysis
- complex data
- data quality
- original data
- knowledge discovery
- sensor data
- historical data
- multimedia data
- spatial data
- small number
- data points
- probability distribution
- prior knowledge
- association rules
- lower bound
- training data