{
  "id": "1909.02453",
  "version": "v1",
  "published": "2019-09-05T14:39:27.000Z",
  "updated": "2019-09-05T14:39:27.000Z",
  "title": "Best Practices for Scientific Research on Neural Architecture Search",
  "authors": [
    "Marius Lindauer",
    "Frank Hutter"
  ],
  "categories": [
    "cs.LG",
    "stat.ML"
  ],
  "abstract": "We describe a set of best practices for the young field of neural architecture search (NAS), which lead to the best practices checklist for NAS available at http://automl.org/nas_checklist.pdf.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2019-09-05T14:39:27.000Z"
    }
  ],
  "analyses": {
    "keywords": [
      "neural architecture search",
      "scientific research",
      "best practices checklist",
      "young field"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 0,
      "language": "en",
      "license": "arXiv",
      "status": "editable"
    }
  }
}