Pith Number

pith:5JBRYFEE

pith:2023:5JBRYFEEK6HTMCXHI7O32MA4G2

not attested not anchored not stored refs pending

VT-GAN: Cooperative Tabular Data Synthesis using Vertical Federated Learning

Aad van Moorsel, Han Wu, Lydia Y. Chen, Zilong Zhao

arxiv:2302.01706 v2 · 2023-02-03 · 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{5JBRYFEEK6HTMCXHI7O32MA4G2}

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

A Comprehensive Survey of Synthetic Tabular Data Generation

Receipt and verification

First computed	2026-07-05T10:14:21.659740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea431c1484578f360ae747ddbd301c36a070923d9442f6ecfbedbfe62d6a0536

Aliases

arxiv: 2302.01706 · arxiv_version: 2302.01706v2 · doi: 10.48550/arxiv.2302.01706 · pith_short_12: 5JBRYFEEK6HT · pith_short_16: 5JBRYFEEK6HTMCXH · pith_short_8: 5JBRYFEE

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/5JBRYFEEK6HTMCXHI7O32MA4G2 \
  | 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: ea431c1484578f360ae747ddbd301c36a070923d9442f6ecfbedbfe62d6a0536

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b737bc491415df64e1725d66b6d4dfc9cc0956a8ef2c900b3e44328c3e8e4e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-03T13:04:12Z",
    "title_canon_sha256": "ad2dc3fd408de45bf61c16fba964f5f5d9b70ae5a1b1428cbaa97dfd95e36239"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01706",
    "kind": "arxiv",
    "version": 2
  }
}