Pith Number

pith:KXEGTJO6

pith:2023:KXEGTJO67XPFJRWEGLTRRXFX2J

not attested not anchored not stored refs pending

Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network

Jithendaraa Subramanian, Laurent Charlin, Mizu Nishikawa-Toomey, Nikolay Malkin, Tristan Deleu, Yoshua Bengio

arxiv:2305.19366 v2 · 2023-05-30 · 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{KXEGTJO67XPFJRWEGLTRRXFX2J}

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	2026-07-05T07:06:28.715974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55c869a5defdde54c6c432e718dcb7d272d948a69b1df114e857f8b636968cef

Aliases

arxiv: 2305.19366 · arxiv_version: 2305.19366v2 · doi: 10.48550/arxiv.2305.19366 · pith_short_12: KXEGTJO67XPF · pith_short_16: KXEGTJO67XPFJRWE · pith_short_8: KXEGTJO6

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/KXEGTJO67XPFJRWEGLTRRXFX2J \
  | 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: 55c869a5defdde54c6c432e718dcb7d272d948a69b1df114e857f8b636968cef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2fb8194257b221520b18e602f0d6bfe6d707456af0c03503ba749ef870cb433",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-30T19:16:44Z",
    "title_canon_sha256": "534744966049e26613c38d40140e8d7fe06e150c6211b44205cb05379d830e0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19366",
    "kind": "arxiv",
    "version": 2
  }
}