Fairness Improves Learning from Noisily Labeled Long-Tailed Data.

Jiaheng Wei Zhaowei Zhu Gang Niu Tongliang Liu Sijia Liu Masashi Sugiyama Yang Liu

Published 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