Pith Number

pith:WOHKPOGP

pith:2025:WOHKPOGPQESZCMZR7L75AEC6PX

not attested not anchored not stored refs pending

Bayesian Federated Learning for Continual Training

Luca Barbieri, Monica Nicoli, Sanaz Kianoush, Stefano Savazzi, Usevalad Milasheuski

arxiv:2504.15328 v1 · 2025-04-21 · cs.LG · cs.AI · 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{WOHKPOGPQESZCMZR7L75AEC6PX}

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	2026-07-05T10:52:00.844752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b38ea7b8cf8125913331faffd0105e7ddce6b4c67ac20bdbbb4d8899eb11a79e

Aliases

arxiv: 2504.15328 · arxiv_version: 2504.15328v1 · doi: 10.48550/arxiv.2504.15328 · pith_short_12: WOHKPOGPQESZ · pith_short_16: WOHKPOGPQESZCMZR · pith_short_8: WOHKPOGP

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/WOHKPOGPQESZCMZR7L75AEC6PX \
  | 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: b38ea7b8cf8125913331faffd0105e7ddce6b4c67ac20bdbbb4d8899eb11a79e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "339d556e4c7f01edf2fa5c48a5339d9a21c16191913e0e2c2ba72353f8731062",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-21T14:33:04Z",
    "title_canon_sha256": "14caa04726457599c19f56a71955584ba7c644352f26cc2a56e85096d931b6e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15328",
    "kind": "arxiv",
    "version": 1
  }
}