Pith Number

pith:NGCYH5IV

pith:2026:NGCYH5IV6NMN3LCIBJH4LUHZP7

not attested not anchored not stored refs pending

On the Push-Based Asynchronous Federated Learning: A Bias-Correction Aggregation Approach

A. K. Qin, Hai Dong, Jiahui Bai

arxiv:2605.26162 v1 · 2026-05-24 · 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{NGCYH5IV6NMN3LCIBJH4LUHZP7}

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	2026-05-27T00:04:26.902409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

698583f515f358ddac480a4fc5d0f97fdb08c2ed553f2042c77c7012431d5b07

Aliases

arxiv: 2605.26162 · arxiv_version: 2605.26162v1 · doi: 10.48550/arxiv.2605.26162 · pith_short_12: NGCYH5IV6NMN · pith_short_16: NGCYH5IV6NMN3LCI · pith_short_8: NGCYH5IV

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/NGCYH5IV6NMN3LCIBJH4LUHZP7 \
  | 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: 698583f515f358ddac480a4fc5d0f97fdb08c2ed553f2042c77c7012431d5b07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c979d18f574f6febf081d7584473a2f3a70909e9674ebb3f6afc2fa8f0bdd71",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T15:56:37Z",
    "title_canon_sha256": "eb27d71a1b670c90dfd96e3ce7201b0c0d4ee8632245f492fc847faeb0be3368"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26162",
    "kind": "arxiv",
    "version": 1
  }
}