Pith Number

pith:ZZGGWKFL

pith:2024:ZZGGWKFLRTZHQ46YFUSMDGIJOD

not attested not anchored not stored refs pending

Generative Modeling of Discrete Joint Distributions by E-Geodesic Flow Matching on Assignment Manifolds

Bastian Boll, Christoph Schn\"orr, Daniel Gonzalez-Alvarado

arxiv:2402.07846 v1 · 2024-02-12 · 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{ZZGGWKFLRTZHQ46YFUSMDGIJOD}

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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

Generative Modeling of Discrete Data Using Geometric Latent Subspaces

Receipt and verification

First computed	2026-07-05T07:44:13.255437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce4c6b28ab8cf27873d82d24c1990970f2599a659dd7e01a6767246c3037de0a

Aliases

arxiv: 2402.07846 · arxiv_version: 2402.07846v1 · doi: 10.48550/arxiv.2402.07846 · pith_short_12: ZZGGWKFLRTZH · pith_short_16: ZZGGWKFLRTZHQ46Y · pith_short_8: ZZGGWKFL

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/ZZGGWKFLRTZHQ46YFUSMDGIJOD \
  | 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: ce4c6b28ab8cf27873d82d24c1990970f2599a659dd7e01a6767246c3037de0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b249f1ae2e89540f921f18c6ec14e40ac4800e8e3d523a1d8db002cf4d0f859",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-12T17:56:52Z",
    "title_canon_sha256": "e22856ec833b0da88ee794c36185cd0284db9d0ca6460aeda437cbd784ce535b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07846",
    "kind": "arxiv",
    "version": 1
  }
}