Pith Number

pith:K64IO5LA

pith:2021:K64IO5LALQHT2CBF55EQBUYLCB

not attested not anchored not stored refs pending

Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data

Aditya Kunar, Lydia Y. Chen, Robert Birke, Zilong Zhao

arxiv:2108.07927 v2 · 2021-08-18 · 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{K64IO5LALQHT2CBF55EQBUYLCB}

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	2026-07-05T11:51:11.747724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57b88775605c0f3d0825ef4900d30b10426f8281fccc217cb66f10c887f3afbc

Aliases

arxiv: 2108.07927 · arxiv_version: 2108.07927v2 · doi: 10.48550/arxiv.2108.07927 · pith_short_12: K64IO5LALQHT · pith_short_16: K64IO5LALQHT2CBF · pith_short_8: K64IO5LA

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/K64IO5LALQHT2CBF55EQBUYLCB \
  | 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: 57b88775605c0f3d0825ef4900d30b10426f8281fccc217cb66f10c887f3afbc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "936ee8132e5a79c8efcf7616d4834f2f106d9fc215cad09f8c536b43ac283d7f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-18T01:47:36Z",
    "title_canon_sha256": "b3fb7b5d04a4f09f06b42a476ed70c567a098fbe0ae4ecfcccd9f7eed7cce658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.07927",
    "kind": "arxiv",
    "version": 2
  }
}