Pith Number

pith:FAFUKSXI

pith:2024:FAFUKSXIRMIPFIYXPRY42RMQMU

not attested not anchored not stored refs pending

Debiasing Federated Learning with Correlated Client Participation

Ermin Wei, Gauri Joshi, Pranay Sharma, Zheng Xu, Zhenyu Sun, Ziyang Zhang

arxiv:2410.01209 v1 · 2024-10-02 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FAFUKSXIRMIPFIYXPRY42RMQMU}

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	2026-07-05T09:14:44.765924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

280b454ae88b10f2a3177c71cd4590650729dfb74d1e4192eabf067502ec41bf

Aliases

arxiv: 2410.01209 · arxiv_version: 2410.01209v1 · doi: 10.48550/arxiv.2410.01209 · pith_short_12: FAFUKSXIRMIP · pith_short_16: FAFUKSXIRMIPFIYX · pith_short_8: FAFUKSXI

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/FAFUKSXIRMIPFIYXPRY42RMQMU \
  | 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: 280b454ae88b10f2a3177c71cd4590650729dfb74d1e4192eabf067502ec41bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "531ef230467397b939f67dd4b246983447cfe4ae8b9b7a23b271efc826848e6f",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T03:30:53Z",
    "title_canon_sha256": "ec53480c212915a153796e892c2a975680d7f5e241d43dee283f07f894707464"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01209",
    "kind": "arxiv",
    "version": 1
  }
}