Spectral Attribute Removal

method ID: spectralattributeremoval

Related Papers

Gold Doesn’t Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractWe describe a simple and effective method (Spectral Attribute removaL; SAL) to remove private or guarded information from neural representations. Our method uses matrix decomposition to project the input representations …...

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