Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features.
Qingrui JiaXuhong LiLei YuJiang BianPenghao ZhaoShupeng LiHaoyi XiongDejing DouPublished in: AAAI (2023)
Keyphrases
- data sets
- prior knowledge
- data structure
- supervised learning
- learned models
- background knowledge
- online learning
- database
- raw data
- data collection
- data processing
- recurrent networks
- learning models
- human experts
- small number
- probability distribution
- data analysis
- image features
- data mining
- training dataset
- learning process
- extracted features
- semi supervised learning
- training data
- high dimensional
- active learning
- hidden markov models
- data sources
- experimental data
- training samples
- labeled data
- classification accuracy
- reinforcement learning
- input data
- feature set