Pith Number

pith:TMUMABM7

pith:2021:TMUMABM7EFOL63UHAXHIS5KVHT

not attested not anchored not stored refs pending

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare

Jindong Wang, Wang Lu, Xin Qin, Yiqiang Chen

arxiv:2106.01009 v2 · 2021-06-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMUMABM7EFOL63UHAXHIS5KVHT}

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	2026-07-05T02:59:37.574459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b28c0059f215cbf6e8705ce8975553cd83e746a80e75251a9df0f20faa186d8

Aliases

arxiv: 2106.01009 · arxiv_version: 2106.01009v2 · doi: 10.48550/arxiv.2106.01009 · pith_short_12: TMUMABM7EFOL · pith_short_16: TMUMABM7EFOL63UH · pith_short_8: TMUMABM7

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/TMUMABM7EFOL63UHAXHIS5KVHT \
  | 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: 9b28c0059f215cbf6e8705ce8975553cd83e746a80e75251a9df0f20faa186d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdd5b5b1c5156f3df194b7178aca22dbf07d32aa7c803dcda5b64b85e94a8f42",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-02T08:10:50Z",
    "title_canon_sha256": "496126879d30d50075dd5c107fed245ddc2cb4b149e29787fbc4a897129d7fb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.01009",
    "kind": "arxiv",
    "version": 2
  }
}