machine-unlearning topic

Awesome Machine Unlearning (A Survey of Machine Unlearning)

tamlhp

A curated list of trustworthy deep learning papers. Daily updating...

MinghuiChen43

A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.

WenyanLiu

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

EnnengYang

Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"

vsingh-group

Official implementation of "Graph Unlearning" (ACM CCS 2022)

MinChen00

T̶̘̊h̷̙͘į̸̀ș̷͌ ̴̳̀r̴̬̕e̷̬͐p̵͍̚o̵̧̎s̶̗͂i̷͚̿t̷̟͝õ̴͙ř̵̘y̷̛̪ ̴̮͌i̶͊͜s̴̠̊ ̴̼͗f̶͘͜i̵̮͊n̴̨̊e̶̖̍!̷̝͋ ̴̨͛T̷̐͜h̷̺̔e̶̩̍r̸̰͒é̶̥ ̸̻̇ȉ̶͍s̵̡̍ ̴̛̫n̶̼̓ọ̷̀t̸̊ͅh̵̙͑ĩ̶͚n̵͙̋g̴̫̃ ̸̼͊w̷̘̿r̶̩̓o̷̠͝n̷͉͌g̶̞͒ ̷̛̼ọ̸̓v̶͍̈́...

thisisfine

[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, Denn...

OPTML-Group

General Strategy for Unlearning in Graph Neural Networks

mims-harvard

Awesome Federated Unlearning (FU) Papers (Continually Update)

abbottyanginchina