Erasure of Unaligned Attributes from Neural Representations

Shun Shao, Yftah Ziser, Shay Cohen

We present the Assignment-Maximization Spectral Attribute removaL (AMSAL) algorithm, which erases information from neural representations when the information to be erased is impli…