{
  "id": "2103.14350",
  "version": "v1",
  "published": "2021-03-26T09:42:58.000Z",
  "updated": "2021-03-26T09:42:58.000Z",
  "title": "The convergence of the Stochastic Gradient Descent (SGD) : a self-contained proof",
  "authors": [
    "Gabrel Turinici"
  ],
  "doi": "10.5281/zenodo.4638695",
  "categories": [
    "stat.ML",
    "cs.LG",
    "math.PR"
  ],
  "abstract": "We give here a proof of the convergence of the Stochastic Gradient Descent (SGD) in a self-contained manner.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2021-03-26T09:42:58.000Z"
    }
  ],
  "analyses": {
    "keywords": [
      "stochastic gradient descent",
      "self-contained proof",
      "convergence"
    ],
    "tags": [
      "journal article"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 0,
      "language": "en",
      "license": "arXiv",
      "status": "editable"
    }
  }
}