Pith Number

pith:3QA5FZLR

pith:2023:3QA5FZLRQB33FOA6U4F2WGEFIQ

not attested not anchored not stored refs pending

Deep Generative Models, Synthetic Tabular Data, and Differential Privacy: An Overview and Synthesis

Conor Hassan, Kerrie Mengersen, Robert Salomone

arxiv:2307.15424 v2 · 2023-07-28 · cs.LG · stat.AP · stat.CO · 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{3QA5FZLRQB33FOA6U4F2WGEFIQ}

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

High-precision medical speech recognition through synthetic data and semantic correction: UNITED-MEDASR

Receipt and verification

First computed	2026-07-05T06:45:19.247338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc01d2e5718077b2b81ea70bab18854428ce13e24d5fbe46175adc9c13392791

Aliases

arxiv: 2307.15424 · arxiv_version: 2307.15424v2 · doi: 10.48550/arxiv.2307.15424 · pith_short_12: 3QA5FZLRQB33 · pith_short_16: 3QA5FZLRQB33FOA6 · pith_short_8: 3QA5FZLR

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/3QA5FZLRQB33FOA6U4F2WGEFIQ \
  | 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: dc01d2e5718077b2b81ea70bab18854428ce13e24d5fbe46175adc9c13392791

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85b5a09dd368da10bab55c61310c435a461963d437c310a9475e02ad691d33b0",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-28T09:17:03Z",
    "title_canon_sha256": "0b25fbc28a2b88f332a20e1a27e76c56234b2e0ef194df1047e8382ee59d7e45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15424",
    "kind": "arxiv",
    "version": 2
  }
}