Pith Number

pith:GCV46TBV

pith:2021:GCV46TBVGCOAIBB5FS6QCWBBLZ

not attested not anchored not stored refs pending

The Bayesian Learning Rule

H{\aa}vard Rue, Mohammad Emtiyaz Khan

arxiv:2107.04562 v4 · 2021-07-09 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GCV46TBVGCOAIBB5FS6QCWBBLZ}

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.

Cited by

2 papers in Pith

Quantifying the Agreement Between Data-Influence and Data-Similarity to Understand LLM Behavior

Bayesian inference with sources of uncertainty: from confidence modelling to sparse estimation

Receipt and verification

First computed	2026-07-05T08:28:55.227815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30abcf4c35309c04043d2cbd0158215e66ba83ba31eacdcdf9059c232e099559

Aliases

arxiv: 2107.04562 · arxiv_version: 2107.04562v4 · doi: 10.48550/arxiv.2107.04562 · pith_short_12: GCV46TBVGCOA · pith_short_16: GCV46TBVGCOAIBB5 · pith_short_8: GCV46TBV

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/GCV46TBVGCOAIBB5FS6QCWBBLZ \
  | 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: 30abcf4c35309c04043d2cbd0158215e66ba83ba31eacdcdf9059c232e099559

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78629bad055af5bde80e126811c0fbd43489b8a2cd560c2ec6d4ec5989088f36",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-07-09T17:28:55Z",
    "title_canon_sha256": "c9f52f32f5782da5f85b3f7d0c67b9f03ccb86f5a1e0dbb6ffde64b2824b45dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.04562",
    "kind": "arxiv",
    "version": 4
  }
}