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Machine Unlearning

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Showing 401–438 of 438 papers

TitleStatusHype
How to Combine Membership-Inference Attacks on Multiple Updated ModelsCode1
Deep Unlearning via Randomized Conditionally Independent HessiansCode1
Knowledge Removal in Sampling-based Bayesian InferenceCode1
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
Recommendation UnlearningCode1
Towards Adversarial Evaluations for Inexact Machine UnlearningCode1
Zero-Shot Machine UnlearningCode1
An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning—0
Machine unlearning via GAN—0
Fast Yet Effective Machine UnlearningCode1
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
Unrolling SGD: Understanding Factors Influencing Machine UnlearningCode1
Hard to Forget: Poisoning Attacks on Certified Machine UnlearningCode1
Machine Unlearning of Features and LabelsCode1
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
Graph UnlearningCode1
Remember What You Want to Forget: Algorithms for Machine Unlearning—0
Machine Unlearning via Algorithmic Stability—0
Coded Machine Unlearning—0
Machine Unlearning for Random ForestsCode1
Descent-to-Delete: Gradient-Based Methods for Machine UnlearningCode0
When Machine Unlearning Jeopardizes PrivacyCode1
Learn to Forget: Machine Unlearning via Neuron Masking—0
Towards Probabilistic Verification of Machine UnlearningCode1
Machine Unlearning: Linear Filtration for Logit-based Classifiers—0
Machine UnlearningCode0
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