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Machine Unlearning

Papers

Showing 2650 of 438 papers

TitleStatusHype
Knowledge Removal in Sampling-based Bayesian InferenceCode1
LoTUS: Large-Scale Machine Unlearning with a Taste of UncertaintyCode1
Fast Yet Effective Machine UnlearningCode1
Deep Unlearning via Randomized Conditionally Independent HessiansCode1
A Survey on Unlearnable DataCode1
Forgettable Federated Linear Learning with Certified Data UnlearningCode1
Graph UnlearningCode1
Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine UnlearningCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
A Closer Look at Machine Unlearning for Large Language ModelsCode1
Certified Graph UnlearningCode1
Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language ModelsCode1
Certified Unlearning for Neural NetworksCode1
Corrective Machine UnlearningCode1
Composable Interventions for Language ModelsCode1
Machine Unlearning for Random ForestsCode1
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper InfluenceCode1
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity DatasetCode1
An Adversarial Perspective on Machine Unlearning for AI SafetyCode1
Deep Regression UnlearningCode1
Data Unlearning in Diffusion ModelsCode1
Towards Adversarial Evaluations for Inexact Machine UnlearningCode1
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent TeacherCode1
Identify Backdoored Model in Federated Learning via Individual UnlearningCode1
Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language ModelsCode1
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