Pith Number

pith:OLHQ7JM6

pith:2019:OLHQ7JM6LBUPO3EBIHWPIMVKWL

not attested not anchored not stored refs pending

Federated Forest

Chuishi Meng, Junbo Zhang, Yang Liu, Yingting Liu, Yu Zheng, Zhijie Liu

arxiv:1905.10053 v1 · 2019-05-24 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OLHQ7JM6LBUPO3EBIHWPIMVKWL}

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

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps

Receipt and verification

First computed	2026-07-05T01:03:19.252351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72cf0fa59e5868f76c8141ecf432aab2c7937699a732998dd4a8aaf12fa69dfe

Aliases

arxiv: 1905.10053 · arxiv_version: 1905.10053v1 · doi: 10.48550/arxiv.1905.10053 · pith_short_12: OLHQ7JM6LBUP · pith_short_16: OLHQ7JM6LBUPO3EB · pith_short_8: OLHQ7JM6

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/OLHQ7JM6LBUPO3EBIHWPIMVKWL \
  | 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: 72cf0fa59e5868f76c8141ecf432aab2c7937699a732998dd4a8aaf12fa69dfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e61d4b464218058c87c93704e35b35ce6a6db3513f3b3fa00956458ac9a6f33e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T06:38:01Z",
    "title_canon_sha256": "8510dfa0e41edd88ee35b8c749491386126edb4089d749c5b3a5cdcd6b0171ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10053",
    "kind": "arxiv",
    "version": 1
  }
}