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Machine Unlearning

Papers archive 2025-07-28

archive papers tagged: 438 · with a code link: 173 · where Syntology ran a sample: 89 (75 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (89 of 438 tagged: 75 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)

Page 5 of 5: papers 401 to 438 of 438, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Get Rid Of Your Trail: Remotely Erasing Backdoors in Federated Learning
  20 Apr 2023 0 repositories listed
• Unfolded Self-Reconstruction LSH: Towards Machine Unlearning in Approximate Nearest Neighbour Search
  5 Apr 2023 0 repositories listed
• Multi-Class Unlearning for Image Classification via Weight Filtering
  4 Apr 2023 0 repositories listed
• Boundary Unlearning
  21 Mar 2023 0 repositories listed
• Netflix and Forget: Efficient and Exact Machine Unlearning from Bi-linear Recommendations
  13 Feb 2023 0 repositories listed
• To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods
  7 Feb 2023 0 repositories listed
• Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary
  1 Jan 2023 0 repositories listed
• MUter: Machine Unlearning on Adversarially Trained Models
  1 Jan 2023 0 repositories listed
• PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning
  1 Jan 2023 0 repositories listed
• Privacy Adhering Machine Un-learning in NLP
  19 Dec 2022 0 repositories listed
• Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning
  6 Dec 2022 0 repositories listed
• LegoNet: A Fast and Exact Unlearning Architecture
  28 Oct 2022 0 repositories listed
• Forget Unlearning: Towards True Data-Deletion in Machine Learning
  17 Oct 2022 0 repositories listed
• Machine Unlearning Method Based On Projection Residual
  30 Sep 2022 0 repositories listed
• An Introduction to Machine Unlearning
  2 Sep 2022 0 repositories listed
• Forgetting Fast in Recommender Systems
  14 Aug 2022 0 repositories listed
• Challenges and Pitfalls of Bayesian Unlearning
  7 Jul 2022 0 repositories listed
• Few-Shot Unlearning by Model Inversion
  31 May 2022 0 repositories listed
• Making Recommender Systems Forget: Learning and Unlearning for Erasable Recommendation
  22 Mar 2022 0 repositories listed
• The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining
  14 Mar 2022 0 repositories listed
• Markov Chain Monte Carlo-Based Machine Unlearning: Unlearning What Needs to be Forgotten
  28 Feb 2022 0 repositories listed
• Efficient Attribute Unlearning: Towards Selective Removal of Input Attributes from Feature Representations
  27 Feb 2022 0 repositories listed
• Bounding Membership Inference
  24 Feb 2022 0 repositories listed
• PolicyCleanse: Backdoor Detection and Mitigation in Reinforcement Learning
  8 Feb 2022 0 repositories listed
• Deletion Inference, Reconstruction, and Compliance in Machine (Un)Learning
  7 Feb 2022 0 repositories listed
• Backdoor Defense with Machine Unlearning
  24 Jan 2022 0 repositories listed
• An Investigation on Learning, Polluting, and Unlearning the Spam Emails for Lifelong Learning
  26 Nov 2021 0 repositories listed
• Machine unlearning via GAN
  22 Nov 2021 0 repositories listed
• Lightweight machine unlearning in neural network
  10 Nov 2021 0 repositories listed
• On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning
  22 Oct 2021 0 repositories listed
• A Zest of LIME: Towards Architecture-Independent Model Distances
  29 Sep 2021 0 repositories listed
• A unified PAC-Bayesian framework for machine unlearning via information risk minimization
  1 Jun 2021 0 repositories listed
• DeepObliviate: A Powerful Charm for Erasing Data Residual Memory in Deep Neural Networks
  13 May 2021 0 repositories listed
• Remember What You Want to Forget: Algorithms for Machine Unlearning
  4 Mar 2021 0 repositories listed
• Machine Unlearning via Algorithmic Stability
  25 Feb 2021 0 repositories listed
• Coded Machine Unlearning
  31 Dec 2020 0 repositories listed
• Learn to Forget: Machine Unlearning via Neuron Masking
  24 Mar 2020 0 repositories listed
• Machine Unlearning: Linear Filtration for Logit-based Classifiers
  7 Feb 2020 0 repositories listed