Pith Number

pith:MG34JMSB

pith:2015:MG34JMSBSGN6NQ4LNUEHNOLA5A

not attested not anchored not stored refs pending

Bayesian Inference via Approximation of Log-likelihood for Priors in Exponential Family

Fredrik Gustafsson, Tohid Ardeshiri, Umut Orguner

arxiv:1510.01225 v1 · 2015-10-05 · cs.LG · 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{MG34JMSBSGN6NQ4LNUEHNOLA5A}

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	2026-05-18T01:31:04.503544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61b7c4b241919be6c38b6d0876b960e826b90e104cd3bced6195f9aebdc2ed96

Aliases

arxiv: 1510.01225 · arxiv_version: 1510.01225v1 · doi: 10.48550/arxiv.1510.01225 · pith_short_12: MG34JMSBSGN6 · pith_short_16: MG34JMSBSGN6NQ4L · pith_short_8: MG34JMSB

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/MG34JMSBSGN6NQ4LNUEHNOLA5A \
  | 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: 61b7c4b241919be6c38b6d0876b960e826b90e104cd3bced6195f9aebdc2ed96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9800fef1a6be09700c0115f71fc37e5f7442a335be7218eda47310a8271d2666",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-10-05T16:47:54Z",
    "title_canon_sha256": "f7602315acdec39e60aeb1b8fb785cc50da88423455596ae337e8b9317926b41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1510.01225",
    "kind": "arxiv",
    "version": 1
  }
}