Pith Number

pith:GIOSEC3B

pith:2026:GIOSEC3BQUWCG7TCDIXYUFGHCT

not attested not anchored not stored refs pending

Separate Aggregation of Split Network for Personalized Federated Learning

Jaeyoung Song, Yunseok Kang

arxiv:2605.26571 v1 · 2026-05-26 · 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{GIOSEC3BQUWCG7TCDIXYUFGHCT}

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	2026-05-27T01:05:26.661024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

321d220b61852c237e621a2f8a14c714c101d6ff7c6d9e6e3c48dec4c2c0a14a

Aliases

arxiv: 2605.26571 · arxiv_version: 2605.26571v1 · doi: 10.48550/arxiv.2605.26571 · pith_short_12: GIOSEC3BQUWC · pith_short_16: GIOSEC3BQUWCG7TC · pith_short_8: GIOSEC3B

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/GIOSEC3BQUWCG7TCDIXYUFGHCT \
  | 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: 321d220b61852c237e621a2f8a14c714c101d6ff7c6d9e6e3c48dec4c2c0a14a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e1af38ac368610a110ba28669433290d8952518c720e996446ff67e954aa209",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T05:44:30Z",
    "title_canon_sha256": "c36fb678562a82fd0d063b658bda70e9ad5f568af93f72c8c610213425deb9c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26571",
    "kind": "arxiv",
    "version": 1
  }
}