Fairness Improves Learning from Noisily Labeled Long-Tailed Data.
Jiaheng WeiZhaowei ZhuGang NiuTongliang LiuSijia LiuMasashi SugiyamaYang LiuPublished in: CoRR (2023)
Keyphrases
- data sets
- data processing
- prior knowledge
- data sources
- synthetic data
- high quality
- learning algorithm
- high dimensional data
- data collection
- small number
- learning process
- background knowledge
- training data
- statistical analysis
- unsupervised learning
- data structure
- knowledge discovery
- probability distribution
- end users
- learning systems
- human experts
- data analysis
- knowledge acquisition
- relational databases
- database systems
- missing data
- xml documents
- attribute values
- spatial data
- learning tasks
- raw data
- bayesian methods