Pith Number

pith:2YBOYUSQ

pith:2024:2YBOYUSQSCXXUWZLV52HDXEVZF

not attested not anchored not stored refs pending

Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures

Elias J\"a\"asaari, Janne Lepp\"a-aho, Teemu Roos, Tomi Silander

arxiv:2408.14935 v1 · 2024-08-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2YBOYUSQSCXXUWZLV52HDXEVZF}

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	2026-07-05T08:59:40.972583Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d602ec525090af7a5b2baf7471dc95c9711c69860279572b4fe11d30ef440735

Aliases

arxiv: 2408.14935 · arxiv_version: 2408.14935v1 · doi: 10.48550/arxiv.2408.14935 · pith_short_12: 2YBOYUSQSCXX · pith_short_16: 2YBOYUSQSCXXUWZL · pith_short_8: 2YBOYUSQ

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/2YBOYUSQSCXXUWZLV52HDXEVZF \
  | 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: d602ec525090af7a5b2baf7471dc95c9711c69860279572b4fe11d30ef440735

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c2126455e17837a87bd40d5417666c68193bc68359d89420bad5b0623c610a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-27T10:17:22Z",
    "title_canon_sha256": "f1b6b53e0f2c6ef6c80d8e226caccc1f3571c43f318cf4227853bf6c78e48684"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14935",
    "kind": "arxiv",
    "version": 1
  }
}