Pith Number

pith:KNHAUXTT

pith:2022:KNHAUXTTESVIAXLGN54NNE6OYM

not attested not anchored not stored refs pending

Federated Learning under Distributed Concept Drift

Ellango Jothimurugesan, Gauri Joshi, Jianyu Wang, Kevin Hsieh, Phillip B. Gibbons

arxiv:2206.00799 v2 · 2022-06-01 · 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{KNHAUXTTESVIAXLGN54NNE6OYM}

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	2026-07-05T05:46:16.081071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

534e0a5e7324aa805d666f78d693cec31596455722395d687e6ec88e2bf8dcde

Aliases

arxiv: 2206.00799 · arxiv_version: 2206.00799v2 · doi: 10.48550/arxiv.2206.00799 · pith_short_12: KNHAUXTTESVI · pith_short_16: KNHAUXTTESVIAXLG · pith_short_8: KNHAUXTT

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/KNHAUXTTESVIAXLGN54NNE6OYM \
  | 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: 534e0a5e7324aa805d666f78d693cec31596455722395d687e6ec88e2bf8dcde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53e42ba823820fe8df1f37ce57b2fad740967a1190ef7dd76e95fd4161fcdbfc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-01T23:55:21Z",
    "title_canon_sha256": "49ac1be3545f3c1536438981dfd10ef269123ae9a2b723f94833c004e326a394"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00799",
    "kind": "arxiv",
    "version": 2
  }
}