Measuring Compositional Generalization: A Comprehensive Method on Realistic Data.
Daniel KeysersNathanael SchärliNathan ScalesHylke BuismanDaniel FurrerSergii KashubinNikola MomchevDanila SinopalnikovLukasz StafiniakTibor TihonDmitry TsarkovXiao WangMarc van ZeeOlivier BousquetPublished in: ICLR (2020)
Keyphrases
- synthetic data
- data sets
- input data
- significant improvement
- data structure
- prior information
- detection method
- image data
- data collection
- prior knowledge
- data analysis
- correlation analysis
- information loss
- test data
- pairwise
- database
- data sources
- dynamic programming
- data points
- preprocessing
- training samples
- computational complexity
- computational cost
- noisy data
- data quality
- support vector machine
- missing data
- original data
- objective function
- user input
- cost function