Pith Number

pith:JMGPQCW6

pith:2024:JMGPQCW6AM3ZVYZCKEUJRCCNTY

not attested not anchored not stored refs pending

Federated Diffusion Modeling with Differential Privacy for Tabular Data Synthesis

Damian Borth, Marco Schreyer, Timur Sattarov

arxiv:2412.16083 v2 · 2024-12-20 · cs.LG · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JMGPQCW6AM3ZVYZCKEUJRCCNTY}

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

Diffusion and Flow Matching Models for Tabular Data: A Survey

Receipt and verification

First computed	2026-07-05T12:01:44.022865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b0cf80ade03379ae322512898884d9e3e6e3a2d4dc189247125bad8bce5e7e8

Aliases

arxiv: 2412.16083 · arxiv_version: 2412.16083v2 · doi: 10.48550/arxiv.2412.16083 · pith_short_12: JMGPQCW6AM3Z · pith_short_16: JMGPQCW6AM3ZVYZC · pith_short_8: JMGPQCW6

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/JMGPQCW6AM3ZVYZCKEUJRCCNTY \
  | 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: 4b0cf80ade03379ae322512898884d9e3e6e3a2d4dc189247125bad8bce5e7e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28b6a78f91a14620aade41b5939f4e4bfde292b577ce7a45669a422151649f76",
    "cross_cats_sorted": [
      "q-fin.ST"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-20T17:30:58Z",
    "title_canon_sha256": "912e7ce5032e87b215a1d3daaeb3cddd5d95583cdb856e916aafc860987c3259"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16083",
    "kind": "arxiv",
    "version": 2
  }
}