Pith Number

pith:5327WUS4

pith:2025:5327WUS42JAFSE4FUDYF7GELER

not attested not anchored not stored refs pending

Scalable Bayesian Monte Carlo: fast uncertainty estimation beyond deep ensembles

Brian T. Kirby, Joseph M. Lukens, Kody J. H. Law, Sanjaya Lohani, Thomas A. Searles, Xin Qiu, Xinzhu Liang

arxiv:2505.13585 v2 · 2025-05-19 · stat.ML · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5327WUS42JAFSE4FUDYF7GELER}

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	2026-07-05T11:56:57.157536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eef5fb525cd240591385a0f05f988b24604bc709922fd39ca61b34121ccee843

Aliases

arxiv: 2505.13585 · arxiv_version: 2505.13585v2 · doi: 10.48550/arxiv.2505.13585 · pith_short_12: 5327WUS42JAF · pith_short_16: 5327WUS42JAFSE4F · pith_short_8: 5327WUS4

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/5327WUS42JAFSE4FUDYF7GELER \
  | 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: eef5fb525cd240591385a0f05f988b24604bc709922fd39ca61b34121ccee843

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b51b475d7914ccbe6964bcefb202769f0c18f047fe3d7201f77892b950d2c0a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-19T17:55:32Z",
    "title_canon_sha256": "285fa387efcdb7343b0a390c0cb0de4d670a2aedb4a72e19d359bbe01ce458d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13585",
    "kind": "arxiv",
    "version": 2
  }
}