Pith Number

pith:TFB7HQWO

pith:2023:TFB7HQWOZYGXFR7A3RGIH73FML

not attested not anchored not stored refs pending

Machine Learning and the Future of Bayesian Computation

David B. Dunson, Lizhen Lin, Sanvesh Srivastava, Steven Winter, Trevor Campbell

arxiv:2304.11251 v1 · 2023-04-21 · 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{TFB7HQWOZYGXFR7A3RGIH73FML}

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

1 paper in Pith

Predictive Coresets

Receipt and verification

First computed	2026-07-05T06:03:30.347468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9943f3c2cece0d72c7e0dc4c83ff6562cfed7e8b50417eacee73e66fdab42306

Aliases

arxiv: 2304.11251 · arxiv_version: 2304.11251v1 · doi: 10.48550/arxiv.2304.11251 · pith_short_12: TFB7HQWOZYGX · pith_short_16: TFB7HQWOZYGXFR7A · pith_short_8: TFB7HQWO

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/TFB7HQWOZYGXFR7A3RGIH73FML \
  | 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: 9943f3c2cece0d72c7e0dc4c83ff6562cfed7e8b50417eacee73e66fdab42306

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3b3bb01d0192838a2af0bd36dac4077e84ab7de379a901a2ba9e2f5a4b112f0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-04-21T21:03:01Z",
    "title_canon_sha256": "6365d4b2d77afaefdc66de5462b77113442968b073baac74649b7036c7f86a75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11251",
    "kind": "arxiv",
    "version": 1
  }
}