{
  "id": "1304.4162",
  "version": "v1",
  "published": "2013-04-15T16:41:54.000Z",
  "updated": "2013-04-15T16:41:54.000Z",
  "title": "Greedy Approach for Low-Rank Matrix Recovery",
  "authors": [
    "Alexander Petukhov",
    "Inna Kozlov"
  ],
  "categories": [
    "math.NA",
    "cs.IT",
    "cs.NA",
    "math.IT"
  ],
  "abstract": "We describe the Simple Greedy Matrix Completion Algorithm providing an efficient method for restoration of low-rank matrices from incomplete corrupted entries. We provide numerical evidences that, even in the simplest implementation, the greedy approach may increase the recovery capability of existing algorithms significantly.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2013-04-15T16:41:54.000Z"
    }
  ],
  "analyses": {
    "subjects": [
      "65F30"
    ],
    "keywords": [
      "low-rank matrix recovery",
      "greedy approach",
      "simple greedy matrix completion algorithm",
      "recovery capability",
      "incomplete corrupted entries"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 0,
      "language": "en",
      "license": "arXiv",
      "status": "editable",
      "adsabs": "2013arXiv1304.4162P"
    }
  }
}