Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation.
Yeonsung JungHajin ShimJune Yong YangEunho YangPublished in: CoRR (2021)
Keyphrases
- data sets
- data analysis
- data collection
- data processing
- data structure
- database
- original data
- end users
- training data
- synthetic data
- missing data
- raw data
- prior knowledge
- data points
- test data
- experimental data
- computer systems
- network structure
- missing values
- application domains
- high dimensional data
- unsupervised learning
- databases
- data mining techniques
- image data
- neural network
- high quality