Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts.
Bijan MazaheriAtalanti-Anastasia MastakouriDominik JanzingMila HardtPublished in: CoRR (2023)
Keyphrases
- structural information
- data sets
- information sources
- neural network
- distinctive features
- prior knowledge
- higher level
- structural features
- information content
- low level
- software engineering
- spatial information
- highly informative
- feature values
- statistical information
- temporal information
- information processing
- user interaction
- feature extraction
- artificial intelligence