Dr-Fairness: Dynamic Data Ratio Adjustment for Fair Training on Real and Generated Data.
Yuji RohWeili NieDe-An HuangSteven Euijong WhangArash VahdatAnima AnandkumarPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- data sets
- raw data
- training data
- data distribution
- synthetic data
- neural network
- xml documents
- data sources
- knowledge discovery
- complex data
- data quality
- data collection
- prior knowledge
- data analysis
- labelled data
- social media
- data mining
- human subjects
- machine learning
- data objects
- original data
- learning algorithm
- data acquisition
- sensor data
- association rules
- dynamic environments
- computer systems
- artificial neural networks
- data mining techniques
- image data
- database
- data points
- end users