Pith Number

pith:K6PAAW4U

pith:2025:K6PAAW4URODXNRTXZXDCD5XRAC

not attested not anchored not stored refs pending

Loss-Guided Model Sharing and Local Learning Correction in Decentralized Federated Learning for Crop Disease Classification

Adel Hafiane, Denis Mamba Kabala, Laurent Bobelin, Raphael Canals

arxiv:2505.23063 v1 · 2025-05-29 · 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{K6PAAW4URODXNRTXZXDCD5XRAC}

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	2026-07-05T11:11:54.861790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

579e005b948b8776c677cdc621f6f100810eb0c51b4044a9bac7e2eff5f2e78c

Aliases

arxiv: 2505.23063 · arxiv_version: 2505.23063v1 · doi: 10.48550/arxiv.2505.23063 · pith_short_12: K6PAAW4URODX · pith_short_16: K6PAAW4URODXNRTX · pith_short_8: K6PAAW4U

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/K6PAAW4URODXNRTXZXDCD5XRAC \
  | 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: 579e005b948b8776c677cdc621f6f100810eb0c51b4044a9bac7e2eff5f2e78c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0e82216ec565df73c32d5964f75f95fe21fe6bac52901756dd768ffbc0d785c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T04:12:53Z",
    "title_canon_sha256": "4bfc713eaccfc5cb1da20f4639f052e661bef29bea29574f068ab86149bc3884"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23063",
    "kind": "arxiv",
    "version": 1
  }
}