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Machine Unlearning

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Showing 226–250 of 438 papers

TitleStatusHype
An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning—0
Machine Unlearning: Linear Filtration for Logit-based Classifiers—0
Machine Unlearning Method Based On Projection Residual—0
Machine Unlearning Methodology base on Stochastic Teacher Network—0
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning—0
Debiasing Machine Unlearning with Counterfactual Examples—0
Data Selection for Transfer Unlearning—0
Machine Unlearning on Pre-trained Models by Residual Feature Alignment Using LoRA—0
Machine Unlearning reveals that the Gender-based Violence Victim Condition can be detected from Speech in a Speaker-Agnostic Setting—0
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning—0
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects—0
Machine unlearning through fine-grained model parameters perturbation—0
Machine Unlearning using a Multi-GAN based Model—0
Machine Unlearning using Forgetting Neural Networks—0
Machine Unlearning via Algorithmic Stability—0
Machine unlearning via GAN—0
Machine Unlearning via Information Theoretic Regularization—0
A More Practical Approach to Machine Unlearning—0
Machine Unlearning with Minimal Gradient Dependence for High Unlearning Ratios—0
Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation—0
Markov Chain Monte Carlo-Based Machine Unlearning: Unlearning What Needs to be Forgotten—0
CPR: Retrieval Augmented Generation for Copyright Protection—0
Memory-Efficient Distributed Unlearning—0
Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning—0
Mitigating Backdoor Attacks using Activation-Guided Model Editing—0
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