Out-of-distribution Generalization with Causal Invariant Transformations.
Ruoyu WangMingyang YiZhitang ChenShengyu ZhuPublished in: CoRR (2022)
Keyphrases
- preserving transformations
- quasi invariant
- similarity transformations
- geometric transformations
- spatial distribution
- causal relationships
- invariant representations
- affine transformation
- data distribution
- data mining
- random variables
- invariant features
- power law
- image transformations
- graphical models
- bayesian networks
- feature extraction
- information systems