Topic: "data-deletion"
jjbrophy47/machine_unlearning
Existing Literature about Machine Unlearning
Size: 467 KB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 843 - Forks: 102
tamlhp/awesome-machine-unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Language: Jupyter Notebook - Size: 6.01 MB - Last synced at: 5 days ago - Pushed at: 13 days ago - Stars: 819 - Forks: 62
OPTML-Group/Unlearn-Saliency
[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu
Language: Python - Size: 7.89 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 97 - Forks: 13
OPTML-Group/Unlearn-Sparse
[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
Language: Python - Size: 359 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 2
OPTML-Group/Unlearn-WorstCase
"Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu
Language: Python - Size: 40.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 10 - Forks: 0
lnvaldez/pokemon-database
A comprehensive SQL-based project for managing a Pokémon database. Includes scripts for creating, reading, updating, and deleting trainers, Pokémon, battles, and trainer-Pokémon relationships.
Language: TSQL - Size: 28.3 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
Samsam175/CleanMydata
An Open Source alternative to SayMine
Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1
daniel05155/Unlearning-Information-in-Speech-Recognition-Model
This repository is an implementation of machine unlearning in deep learning model.
Language: Python - Size: 20.5 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
snoidetx/derdava
Supplementary programmes for DeRDaVa: Deletion-Robust Data Valuation for Machine Learning.
Language: Jupyter Notebook - Size: 95.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
