{
  "annotation_id": "e6365e41-c6d7-4e11-a3d7-745275df1c66",
  "date_created": "2026-03-02T18:00:39.875000Z",
  "date_modified": "2026-03-02T18:00:39.875000Z",
  "file_hash": "86b00fa817672e5dafa7495f6724c3cdc8b2b693a70922cfe354c09ca0148b42",
  "private": false,
  "record": {
    "abstract": "We examine the recently introduced NSB estimator of entropies of severely\nundersampled discrete variables and devise a procedure for calculating the\ninvolved integrals. We discover that the output of the estimator has a well\ndefined limit for large cardinalities of the variables being studied. Thus one\ncan estimate entropies with no a priori assumptions about these cardinalities,\nand a closed form solution for such estimates is given.",
    "arxiv_id": "physics/0207009",
    "authors": [
      "Ilya Nemenman"
    ],
    "categories": [
      "physics.data-an"
    ],
    "doi": "10.3390/e13122013",
    "journal_ref": "Entropy 2011, 13, 2013-2023",
    "title": "Inference of entropies of discrete random variables with unknown   cardinalities",
    "url": "https://arxiv.org/abs/physics/0207009"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "bc68e596-2e2d-4624-93ae-b6d943bcf387",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}