Acknowledgements
This package is a repackaging of the official Selective Synaptic Dampening (SSD) implementation. All core unlearning logic is the work of the original authors. Please cite the paper if you use this package in your research.
Citation
@inproceedings{foster2024ssd,
title={Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening},
author={Foster, Jack and Schoepf, Stefan and Brintrup, Alexandra},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
year={2024},
url={https://arxiv.org/abs/2308.07707}
}