if-loops/adaptive-selective-synaptic-dampening

Adaptive Selective Synaptic Dampening

This is the code for the error unlearning part of the paper preprint Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening

The adaptive extension can be added to the original SSD paper and runs using the same packages/dependencies: https://github.com/if-loops/selective-synaptic-dampening/blob/main/README.md

Citation

@misc{schoepf2024parametertuningfree,
      title={Parameter-tuning-free data entry error unlearning with adaptive selective synaptic dampening}, 
      author={Stefan Schoepf and Jack Foster and Alexandra Brintrup},
      year={2024},
      eprint={2402.10098},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}