Pith Number

pith:LNJOC4O5

pith:2024:LNJOC4O5UNYY2UDWNNN3KVVWJC

not attested not anchored not stored refs pending

Federated Learning with Relative Fairness

Masaaki Imaizumi, Shinya Takamaeda-Yamazaki, Shogo Nakakita, Tatsuya Kaneko

arxiv:2411.01161 v1 · 2024-11-02 · stat.ML · cs.CR · 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{LNJOC4O5UNYY2UDWNNN3KVVWJC}

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	2026-07-05T09:30:25.760498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b52e171dda3718d50766b5bb556b64888f00a25e158310f2fccf920b2a0b3c4

Aliases

arxiv: 2411.01161 · arxiv_version: 2411.01161v1 · doi: 10.48550/arxiv.2411.01161 · pith_short_12: LNJOC4O5UNYY · pith_short_16: LNJOC4O5UNYY2UDW · pith_short_8: LNJOC4O5

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/LNJOC4O5UNYY2UDWNNN3KVVWJC \
  | 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: 5b52e171dda3718d50766b5bb556b64888f00a25e158310f2fccf920b2a0b3c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce36599a3c13f6ec9ffc7532874638fd64e433fdf1ff36d4b9698bfc4ec08f55",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-11-02T07:12:49Z",
    "title_canon_sha256": "acffaa718a49d165d274a7e0fb3be11813995955b756c2b8b99f127eaff470b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01161",
    "kind": "arxiv",
    "version": 1
  }
}