Pith Number

pith:SEDH3BYA

pith:2025:SEDH3BYAIGX3M23VNREBMOF3RT

not attested not anchored not stored refs pending

Modular Federated Learning: A Meta-Framework Perspective

Cl\'audia Soares, Du\v{s}an Jakoveti\'c, Frederico Vicente

arxiv:2505.08646 v1 · 2025-05-13 · 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{SEDH3BYAIGX3M23VNREBMOF3RT}

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	2026-07-05T11:02:34.082905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91067d870041afb66b756c481638bb8cf31f41ef26c86ffaaa4b3be74ab61176

Aliases

arxiv: 2505.08646 · arxiv_version: 2505.08646v1 · doi: 10.48550/arxiv.2505.08646 · pith_short_12: SEDH3BYAIGX3 · pith_short_16: SEDH3BYAIGX3M23V · pith_short_8: SEDH3BYA

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/SEDH3BYAIGX3M23VNREBMOF3RT \
  | 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: 91067d870041afb66b756c481638bb8cf31f41ef26c86ffaaa4b3be74ab61176

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a5bc9e3047b8ed8b7053573d4efe09541d62a91376befd87848b36106cb0994",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-13T15:04:55Z",
    "title_canon_sha256": "a6f71808e1c7481be23ca900176937efc1c8e04f3048c653220f69635978a393"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08646",
    "kind": "arxiv",
    "version": 1
  }
}