MDI: A Debiasing Method Combining Unbiased and Biased Data.
Han ZhaoQing CuiXinyu LiRongzhou BaoLongfei LiJun ZhouZhehao LiuJinghua FengPublished in: SIGIR (2023)
Keyphrases
- synthetic data
- input data
- data sets
- noisy data
- statistical methods
- significant improvement
- missing values
- prior information
- data points
- data collection
- image data
- high precision
- data distribution
- missing data
- information loss
- training samples
- correlation analysis
- high accuracy
- prior knowledge
- training data
- data processing
- statistical analysis
- cost function
- test data
- high quality
- original data
- neural network
- user input
- face recognition
- data quality
- spectral clustering
- computational complexity
- data analysis
- preprocessing
- computational cost
- classification accuracy
- em algorithm
- knowledge discovery