Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure
arXiv:2603.07529v2 Announce Type: replace
Abstract: Concept erasure aims to remove unwanted attributes, such as social or demographic factors, from learned representations, while preserving their task-relevant utility. While the goal of concept erasur…