ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift.
Athresh KaranamKrishnaTeja KillamsettyHarsha KokelRishabh K. IyerPublished in: NeurIPS (2022)
Keyphrases
- mutual information
- synthetic data
- data analysis
- subset selection
- data collection
- data distribution
- training data
- database
- uniformly distributed
- data processing
- statistical analysis
- original data
- missing data
- data sets
- image data
- prior knowledge
- social networks
- computational complexity
- high dimensional data
- image registration
- data points
- test data
- data sources
- statistical tests
- data structure