CoUn emulates retrained-model behavior on forget data by using contrastive learning on retain data to adjust semantic representations while preserving retain clusters via supervised learning, outperforming prior MU methods in experiments.
Can bad teach- ing induce forgetting? unlearning in deep networks using an incompetent teacher.Proceedings of the AAAI Conference on Artificial Intelligence, 37(6):7210–7217, Jun
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CoUn: Empowering Machine Unlearning via Contrastive Learning
CoUn emulates retrained-model behavior on forget data by using contrastive learning on retain data to adjust semantic representations while preserving retain clusters via supervised learning, outperforming prior MU methods in experiments.