Pith Number

pith:GEEWK2QI

pith:2023:GEEWK2QI3TVWJVQILQYML4OYEV

not attested not anchored not stored refs pending

Beyond Normal: On the Evaluation of Mutual Information Estimators

Alexander Marx, Frederic Grabowski, Julia E. Vogt, Niko Beerenwinkel, Pawe{\l} Czy\.z

arxiv:2306.11078 v2 · 2023-06-19 · stat.ML · cs.IT · cs.LG · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEEWK2QI3TVWJVQILQYML4OYEV}

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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

InfoAtlas: A Foundation Model for Zero-Shot Statistical Dependence Estimate

Receipt and verification

First computed	2026-07-05T07:01:02.893652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3109656a08dceb64d6085c30c5f1d8256171154fd3c27bdef30b5d94f23c2c07

Aliases

arxiv: 2306.11078 · arxiv_version: 2306.11078v2 · doi: 10.48550/arxiv.2306.11078 · pith_short_12: GEEWK2QI3TVW · pith_short_16: GEEWK2QI3TVWJVQI · pith_short_8: GEEWK2QI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GEEWK2QI3TVWJVQILQYML4OYEV \
  | 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: 3109656a08dceb64d6085c30c5f1d8256171154fd3c27bdef30b5d94f23c2c07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8001852fec6d06d0a858290d8182a295b00ac57311b0dd7626cf32dbdef9cb0e",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-19T17:26:34Z",
    "title_canon_sha256": "3332e6a4251dbad4e3d20a915ec8a0ee300d7d106216f555a20d5e8d88ccfdda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11078",
    "kind": "arxiv",
    "version": 2
  }
}