Obliviator introduces an iterative kernel-based optimization for nonlinear concept erasure that quantifies the utility cost of guarding against nonlinear adversaries and outperforms prior methods on trade-off curves.
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Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure
Obliviator introduces an iterative kernel-based optimization for nonlinear concept erasure that quantifies the utility cost of guarding against nonlinear adversaries and outperforms prior methods on trade-off curves.