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Machine Unlearning

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Showing 401–438 of 438 papers

TitleStatusHype
MUter: Machine Unlearning on Adversarially Trained Models—0
PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning—0
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary—0
Privacy Adhering Machine Un-learning in NLP—0
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning—0
LegoNet: A Fast and Exact Unlearning Architecture—0
Forget Unlearning: Towards True Data-Deletion in Machine Learning—0
Machine Unlearning Method Based On Projection Residual—0
An Introduction to Machine Unlearning—0
Evaluating Machine Unlearning via Epistemic UncertaintyCode0
Forgetting Fast in Recommender Systems—0
Challenges and Pitfalls of Bayesian Unlearning—0
The Privacy Onion Effect: Memorization is RelativeCode0
Few-Shot Unlearning by Model Inversion—0
Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation—0
The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining—0
Markov Chain Monte Carlo-Based Machine Unlearning: Unlearning What Needs to be Forgotten—0
Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations—0
Bounding Membership Inference—0
PolicyCleanse: Backdoor Detection and Mitigation in Reinforcement Learning—0
Deletion Inference, Reconstruction, and Compliance in Machine (Un)Learning—0
Backdoor Defense with Machine Unlearning—0
An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning—0
Machine unlearning via GAN—0
Lightweight machine unlearning in neural network—0
On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning—0
A Zest of LIME: Towards Architecture-Independent Model Distances—0
Certifiable Machine Unlearning for Linear ModelsCode0
Adaptive Machine UnlearningCode0
A unified PAC-Bayesian framework for machine unlearning via information risk minimization—0
DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks—0
Remember What You Want to Forget: Algorithms for Machine Unlearning—0
Machine Unlearning via Algorithmic Stability—0
Coded Machine Unlearning—0
Descent-to-Delete: Gradient-Based Methods for Machine UnlearningCode0
Learn to Forget: Machine Unlearning via Neuron Masking—0
Machine Unlearning: Linear Filtration for Logit-based Classifiers—0
Machine UnlearningCode0
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