Existing Literature about Machine Unlearning
☆968Aug 29, 2025Updated last year
Alternatives and similar repositories for machine_unlearning
Users that are interested in machine_unlearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆976Aug 13, 2026Updated 2 months ago
- ☆206Sep 22, 2023Updated 3 years ago
- ☆63Oct 7, 2026Updated 3 weeks ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆69Feb 13, 2024Updated 2 years ago
- ☆59Aug 17, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A resource repository for machine unlearning in large language models☆637Oct 6, 2026Updated 3 weeks ago
- ☆188Apr 22, 2026Updated 6 months ago
- Methods for removing learned data from neural nets and evaluation of those methods☆38Nov 26, 2020Updated 5 years ago
- [NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gao…☆90Jun 28, 2026Updated 4 months ago
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆154Feb 28, 2026Updated 8 months ago
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆53May 20, 2022Updated 4 years ago
- Certified Removal from Machine Learning Models☆70Aug 23, 2021Updated 5 years ago
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆25Mar 13, 2022Updated 4 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆114Apr 24, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [NeurIPS D&B '25] The one-stop repository for LLM unlearning☆624Updated this week
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆67May 21, 2025Updated last year
- [AAAI, ICLR TP] Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening☆64Sep 11, 2024Updated 2 years ago
- Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security☆53May 19, 2023Updated 3 years ago
- ☆376Oct 8, 2026Updated 3 weeks ago
- LLM Unlearning☆189Oct 20, 2023Updated 3 years ago
- Official PyTorch Implementation for Continual Learning and Private Unlearning☆19Jul 19, 2022Updated 4 years ago
- ☆16Nov 7, 2023Updated 2 years ago
- ☆19Sep 10, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repo on unlearning in FL. FYP22002@HKUCS.☆15Apr 22, 2023Updated 3 years ago
- ☆39Nov 24, 2021Updated 4 years ago
- ☆16Sep 8, 2021Updated 5 years ago
- A curated list of trustworthy deep learning papers. Continually updating...☆396Updated this week
- Certified (approximate) machine unlearning for simplified graph convolutional networks (SGCs) with theoretical guarantees (ICLR 2023)☆20Feb 17, 2023Updated 3 years ago
- [ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models☆88Sep 12, 2024Updated 2 years ago
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 4 years ago
- ☆31Oct 7, 2021Updated 5 years ago
- From original DROPBOX code☆13Sep 18, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Apr 3, 2024Updated 2 years ago
- ☆42Nov 24, 2023Updated 2 years ago
- An awesome list of papers on privacy attacks against machine learning☆645Mar 18, 2024Updated 2 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆28May 27, 2025Updated last year
- Code for the paper 'An Information Theoretic Approach to Machine Unlearning'☆24Mar 20, 2025Updated last year
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆369Jan 27, 2026Updated 9 months ago
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆41Oct 11, 2023Updated 3 years ago