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Pith Number

pith:7GZXLZLG

pith:2024:7GZXLZLGTWRYRZPQAM52QWHYEO
not attested not anchored not stored refs pending

A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming

Gabriel Kronberger, Stephan Winkler, Yousef A. Radwan

arxiv:2406.03585 v1 · 2024-06-05 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{7GZXLZLGTWRYRZPQAM52QWHYEO}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T08:28:13.323040Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f9b375e5669da388e5f0033ba858f823bc25f6a8e5663fe0ac9954b3c2725893

Aliases

arxiv: 2406.03585 · arxiv_version: 2406.03585v1 · doi: 10.48550/arxiv.2406.03585 · pith_short_12: 7GZXLZLGTWRY · pith_short_16: 7GZXLZLGTWRYRZPQ · pith_short_8: 7GZXLZLG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7GZXLZLGTWRYRZPQAM52QWHYEO \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f9b375e5669da388e5f0033ba858f823bc25f6a8e5663fe0ac9954b3c2725893
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "44bb5a44b48dceb0f4b569cf177a7ab1fc9362a846a3781f7f40d504f20e81e9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T19:01:43Z",
    "title_canon_sha256": "6bcf69e55cef5266b14468643613d60d7a99f0ce4d5878d9fedeb2636d322c70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03585",
    "kind": "arxiv",
    "version": 1
  }
}