Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features.
Cian EastwoodShashank SinghAndrei Liviu NicolicioiuMarin Vlastelica PogancicJulius von KügelgenBernhard SchölkopfPublished in: NeurIPS (2023)
Keyphrases
- feature set
- feature space
- feature vectors
- classification method
- feature extraction
- support vector machine classifier
- multiple classifiers
- invariant features
- extracted features
- complementary features
- low level
- bayesian classifier
- classification process
- input features
- decision trees
- svm classifier
- false positives
- feature selection algorithms
- classification models
- affine transformation
- classification algorithm
- feature extraction and classification
- feature extractor
- training data
- lexical features
- data sets