Robust Learning with Progressive Data Expansion Against Spurious Correlation.
Yihe DengYu YangBaharan MirzasoleimanQuanquan GuPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- background knowledge
- data collection
- learning systems
- correlation analysis
- data points
- data sources
- active learning
- learning algorithm
- learning process
- database
- image data
- original data
- training data
- statistical analysis
- inductive inference
- complex data
- human experts
- learning tasks
- missing data
- high quality
- collaborative learning
- input data
- dimensionality reduction
- supervised learning
- knowledge discovery
- data structure
- data analysis