Search Results for author: Shun Shao

Found 2 papers, 2 papers with code

Erasure of Unaligned Attributes from Neural Representations

1 code implementation6 Feb 2023 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 implicit rather than directly being aligned to each input example.

Attribute

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

1 code implementation15 Mar 2022 Shun Shao, Yftah Ziser, Shay B. Cohen

We describe a simple and effective method (Spectral Attribute removaL; SAL) to remove private or guarded information from neural representations.

Attribute

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