EleutherAI / concept-erasure

Erasing concepts from neural representations with provable guarantees
MIT License
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Quadratic LEACE #5

Closed norabelrose closed 1 year ago

norabelrose commented 1 year ago

Introduces QuadraticEraser and QuadraticFitter classes, which protect against quadratic as well as linear classifiers by ensuring both the covariance matrices and the means of all classes are equal.