Causal information splitting: Engineering proxy features for robustness to distribution shifts.
Bijan MazaheriAtalanti-Anastasia MastakouriDominik JanzingMichaela HardtPublished in: UAI (2023)
Keyphrases
- structural information
- artificial intelligence
- user interaction
- spatial information
- domain knowledge
- data sets
- distinctive features
- image features
- information sharing
- specific features
- feature values
- multiple types
- statistical information
- information content
- temporal information
- contextual information
- higher level
- software engineering
- prior knowledge
- feature vectors
- feature extraction
- multimedia
- data mining