ML Anthology

Some Results on Convergent Unlearning Algorithm

Serguei A. Semenov, Irina B. Shuvalova
NeurIPS 1995 pp. 358-364
/neurips/1995/semenov1995neurips-some/

Abstract

In this paper we consider probabilities of different asymptotics of convergent unlearning algorithm for the Hopfield-type neural net(cid:173) work (Plakhov & Semenov, 1994) treating the case of unbiased random patterns. We show also that failed unlearning results in total memory breakdown.

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Text

Semenov and Shuvalova. "Some Results on Convergent Unlearning Algorithm." Neural Information Processing Systems, 1995.

Markdown

[Semenov and Shuvalova. "Some Results on Convergent Unlearning Algorithm." Neural Information Processing Systems, 1995.](https://mlanthology.org/neurips/1995/semenov1995neurips-some/)

BibTeX

@inproceedings{semenov1995neurips-some,
  title     = {{Some Results on Convergent Unlearning Algorithm}},
  author    = {Semenov, Serguei A. and Shuvalova, Irina B.},
  booktitle = {Neural Information Processing Systems},
  year      = {1995},
  pages     = {358-364},
  url       = {https://mlanthology.org/neurips/1995/semenov1995neurips-some/}
}