Pith Number

pith:ARVAFCVH

pith:2024:ARVAFCVHQYHB4M57DKVQERZI3A

not attested not anchored not stored refs pending

Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data

Arthur Mendon\c{c}a Sasse, Claudio Miceli de Farias

arxiv:2410.08961 v1 · 2024-10-11 · 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{ARVAFCVHQYHB4M57DKVQERZI3A}

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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

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies

Receipt and verification

First computed	2026-07-05T09:19:20.149044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

046a028aa7860e1e33bf1aab024728d807353efd5180279657de04fdaf60a635

Aliases

arxiv: 2410.08961 · arxiv_version: 2410.08961v1 · doi: 10.48550/arxiv.2410.08961 · pith_short_12: ARVAFCVHQYHB · pith_short_16: ARVAFCVHQYHB4M57 · pith_short_8: ARVAFCVH

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/ARVAFCVHQYHB4M57DKVQERZI3A \
  | 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: 046a028aa7860e1e33bf1aab024728d807353efd5180279657de04fdaf60a635

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e26a8f8772d7d7762305c1fc775326f501efd0ebd8f6b714e7e33684cc4dfa8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T16:30:04Z",
    "title_canon_sha256": "855bb0cacbbcfb03d0c8fae7506e72ed8eb00d20b9a0044e9070162ecbeb1f18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08961",
    "kind": "arxiv",
    "version": 1
  }
}