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Machine Unlearning

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Showing 351–400 of 438 papers

TitleStatusHype
Machine Unlearning in Gradient Boosting Decision TreesCode1
Fair Machine Unlearning: Data Removal while Mitigating DisparitiesCode0
From Adaptive Query Release to Machine Unlearning—0
Tangent Transformers for Composition, Privacy and RemovalCode1
Gradient Surgery for One-shot Unlearning on Generative Model—0
Right to be Forgotten in the Era of Large Language Models: Implications, Challenges, and Solutions—0
Federated Unlearning via Active Forgetting—0
One-Shot Machine Unlearning with Mnemonic CodeCode0
Machine Unlearning: A Survey—0
Forgettable Federated Linear Learning with Certified Data UnlearningCode1
Machine Unlearning: its nature, scope, and importance for a "delete culture"—0
Random Relabeling for Efficient Machine Unlearning—0
Learn to Unlearn: A Survey on Machine Unlearning—0
KGA: A General Machine Unlearning Framework Based on Knowledge Gap AlignmentCode1
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy—0
SAFE: Machine Unlearning With Shard Graphs—0
Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning—0
Model Sparsity Can Simplify Machine UnlearningCode1
Inductive Graph UnlearningCode0
GIF: A General Graph Unlearning Strategy via Influence FunctionCode1
Unfolded Self-Reconstruction LSH: Towards Machine Unlearning in Approximate Nearest Neighbour Search—0
Multi-Class Unlearning for Image Classification via Weight Filtering—0
Boundary Unlearning—0
Towards Unbounded Machine UnlearningCode1
Netflix and Forget: Efficient and Exact Machine Unlearning from Bi-linear Recommendations—0
To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods—0
PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning—0
MUter: Machine Unlearning on Adversarially Trained Models—0
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary—0
ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge TransferCode1
Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning AttacksCode1
Privacy Adhering Machine Un-learning in NLP—0
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning—0
SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated OptimizationCode1
Unlearning Graph Classifiers with Limited Data ResourcesCode1
Machine Unlearning of Federated ClustersCode1
LegoNet: A Fast and Exact Unlearning Architecture—0
Forget Unlearning: Towards True Data-Deletion in Machine Learning—0
Verifiable and Provably Secure Machine UnlearningCode1
Deep Regression UnlearningCode1
Machine Unlearning Method Based On Projection Residual—0
A Survey of Machine UnlearningCode2
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
Certified Graph UnlearningCode1
Few-Shot Unlearning by Model Inversion—0
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent TeacherCode1
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