Pith Number

pith:PCCOPIGA

pith:2023:PCCOPIGALELRQURP6SA6TBVP25

not attested not anchored not stored refs pending

Towards Interpretable Federated Learning

Anran Li, Han Yu, Lizhen Cui, Ming Hu, Rui Liu, Shipeng Wang, Yuanyuan Chen

arxiv:2302.13473 v2 · 2023-02-27 · 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{PCCOPIGALELRQURP6SA6TBVP25}

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

Federated Rule Ensemble Method in Medical Data

Receipt and verification

First computed	2026-05-27T01:05:31.619352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7884e7a0c0591718522ff481e986afd772be0ce0cb32cf3282e9500204ed808e

Aliases

arxiv: 2302.13473 · arxiv_version: 2302.13473v2 · doi: 10.48550/arxiv.2302.13473 · pith_short_12: PCCOPIGALELR · pith_short_16: PCCOPIGALELRQURP · pith_short_8: PCCOPIGA

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/PCCOPIGALELRQURP6SA6TBVP25 \
  | 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: 7884e7a0c0591718522ff481e986afd772be0ce0cb32cf3282e9500204ed808e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f27ba719565920bbc94af16664bb329637bd0acdbc49107517097975bf5cade",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-27T02:06:18Z",
    "title_canon_sha256": "319bb46ad0365b602c9fd0e5e4ee5327554c098fff60d94d30c098680a565584"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.13473",
    "kind": "arxiv",
    "version": 2
  }
}