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Logistic Regression as Soft Perceptron Learning

Machine Learning 2017-08-29 v1

Abstract

We comment on the fact that gradient ascent for logistic regression has a connection with the perceptron learning algorithm. Logistic learning is the "soft" variant of perceptron learning.

Cite

@article{arxiv.1708.07826,
  title  = {Logistic Regression as Soft Perceptron Learning},
  author = {Raul Rojas},
  journal= {arXiv preprint arXiv:1708.07826},
  year   = {2017}
}

Comments

3 pages

R2 v1 2026-06-22T21:23:51.707Z