Pith Number

pith:N4O57HRN

pith:2023:N4O57HRNL67P755X7Y6C6TTUS3

not attested not anchored not stored refs pending

Accelerating Fair Federated Learning: Adaptive Federated Adam

Andreas Hellander, Li Ju, Salman Toor, Tianru Zhang

arxiv:2301.09357 v1 · 2023-01-23 · 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{N4O57HRNL67P755X7Y6C6TTUS3}

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.

Cited by

1 paper in Pith

Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition

Receipt and verification

First computed	2026-07-05T05:34:59.942566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f1ddf9e2d5fbefff7b7fe3c2f4e7496ebfad6960f8c87f5dc5677f4d245ff91

Aliases

arxiv: 2301.09357 · arxiv_version: 2301.09357v1 · doi: 10.48550/arxiv.2301.09357 · pith_short_12: N4O57HRNL67P · pith_short_16: N4O57HRNL67P755X · pith_short_8: N4O57HRN

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/N4O57HRNL67P755X7Y6C6TTUS3 \
  | 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: 6f1ddf9e2d5fbefff7b7fe3c2f4e7496ebfad6960f8c87f5dc5677f4d245ff91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6938bf9a67d637df67d9ea2a6be4e6f652887951216973ce0d58e6729abc8724",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-23T10:56:12Z",
    "title_canon_sha256": "f50accbbce102edd4f5f2d30319d48880cfccc634538e8ab533ce45b8e785519"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.09357",
    "kind": "arxiv",
    "version": 1
  }
}