Pith Number

pith:STMOOUSB

pith:2025:STMOOUSBXBPNKXKSG7OQL6C4UH

not attested not anchored not stored refs pending

Federated Learning with Discriminative Naive Bayes Classifier

Jos\'e A. G\'amez, Jos\'e M. Puerta, Juan C. Alfaro, Pablo Torrijos

arxiv:2502.01532 v1 · 2025-02-03 · 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{STMOOUSBXBPNKXKSG7OQL6C4UH}

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	2026-07-05T10:08:56.351284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94d8e75241b85ed55d5237dd05f85ca1ed9c08ef120c8c26c9a598e57a8cac53

Aliases

arxiv: 2502.01532 · arxiv_version: 2502.01532v1 · doi: 10.48550/arxiv.2502.01532 · pith_short_12: STMOOUSBXBPN · pith_short_16: STMOOUSBXBPNKXKS · pith_short_8: STMOOUSB

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/STMOOUSBXBPNKXKSG7OQL6C4UH \
  | 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: 94d8e75241b85ed55d5237dd05f85ca1ed9c08ef120c8c26c9a598e57a8cac53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8d881fd0fed72ff5ca31876ef2d022c28ffd4252f37e57de7d78f55c64d2388",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-03T17:12:02Z",
    "title_canon_sha256": "d16ae96f5034a1e024b0a031fac8f1dfe22f1c7192215560d7f509523fbdfbab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01532",
    "kind": "arxiv",
    "version": 1
  }
}