Pith Number

pith:GE7P4Z6X

pith:2022:GE7P4Z6XJ7JB66TX5B7XVRCB47

not attested not anchored not stored refs pending

Personalized Federated Learning With Graph

Fengwen Chen, Guodong Long, Jing Jiang, Tianyi Zhou, Zonghan Wu

arxiv:2203.00829 v5 · 2022-03-02 · 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{GE7P4Z6XJ7JB66TX5B7XVRCB47}

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

Federated Weather Modeling on Sensor Data

Receipt and verification

First computed	2026-07-05T04:19:06.914368Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

313efe67d74fd21f7a77e87f7ac441e7df2d1cef5d39afb2bf2aae8a65e0a205

Aliases

arxiv: 2203.00829 · arxiv_version: 2203.00829v5 · doi: 10.48550/arxiv.2203.00829 · pith_short_12: GE7P4Z6XJ7JB · pith_short_16: GE7P4Z6XJ7JB66TX · pith_short_8: GE7P4Z6X

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/GE7P4Z6XJ7JB66TX5B7XVRCB47 \
  | 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: 313efe67d74fd21f7a77e87f7ac441e7df2d1cef5d39afb2bf2aae8a65e0a205

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f495ccb0d9e87596792ae1c780f5df0ad8e64153570ea41bc6e25a0c683ba4d7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-02T02:43:51Z",
    "title_canon_sha256": "1bcc36356c8a699ffa45ae9428d154f05dadb11ba8af9c79d32a83c97246c2b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00829",
    "kind": "arxiv",
    "version": 5
  }
}