Robust Learning with Progressive Data Expansion Against Spurious Correlation.
Yihe DengYu YangBaharan MirzasoleimanQuanquan GuPublished in: NeurIPS (2023)
Keyphrases
- data sets
- prior knowledge
- database
- data analysis
- knowledge discovery
- raw data
- data sources
- background knowledge
- complex data
- data points
- data structure
- highly correlated
- human experts
- data distribution
- learning systems
- statistical analysis
- data collection
- online learning
- small number
- image data
- learning process
- training set
- data processing
- computer systems
- learning algorithm
- high dimensional data
- social networks
- training data
- neural network
- high quality
- reinforcement learning