Pith Number

pith:BXCVFIAW

pith:2011:BXCVFIAWPE4GTSTJXBJ55OJROT

not attested not anchored not stored refs pending

Improving parameter learning of Bayesian nets from incomplete data

Cassio P. de Campos, Giorgio Corani

arxiv:1110.3239 v1 · 2011-10-12 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BXCVFIAWPE4GTSTJXBJ55OJROT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-05-18T02:21:35.275999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dc552a016793869ca69b853deb93174d9a5f43058407d95ce0e5be998c5c00a

Aliases

arxiv: 1110.3239 · arxiv_version: 1110.3239v1 · doi: 10.48550/arxiv.1110.3239 · pith_short_12: BXCVFIAWPE4G · pith_short_16: BXCVFIAWPE4GTSTJ · pith_short_8: BXCVFIAW

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/BXCVFIAWPE4GTSTJXBJ55OJROT \
  | 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: 0dc552a016793869ca69b853deb93174d9a5f43058407d95ce0e5be998c5c00a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e679015990862d4c69e9c3c72018cd3683f189dcc74d8e39a213e7ab47406fe",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-10-12T12:17:51Z",
    "title_canon_sha256": "c788cbe0b540efdba743d26fbea8a6080651a7d09ec9989d2aa7752af7b979ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1110.3239",
    "kind": "arxiv",
    "version": 1
  }
}