Pith Number

pith:H4HIN3KQ

pith:2024:H4HIN3KQGG6H3YNKFHM2AGLFCY

not attested not anchored not stored refs pending

FedRewind: Rewinding Continual Model Exchange for Decentralized Federated Learning

Concetto Spampinato, Federica Proietto Salanitri, Giovanni Bellitto, Luca Palazzo, Matteo Pennisi, Simone Palazzo

arxiv:2411.09842 v1 · 2024-11-14 · 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{H4HIN3KQGG6H3YNKFHM2AGLFCY}

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

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions

Receipt and verification

First computed	2026-07-05T09:35:39.156432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f0e86ed5031bc7de1aa29d9a019651616a212bc1b1e384aa24d1b3067fe5f8c

Aliases

arxiv: 2411.09842 · arxiv_version: 2411.09842v1 · doi: 10.48550/arxiv.2411.09842 · pith_short_12: H4HIN3KQGG6H · pith_short_16: H4HIN3KQGG6H3YNK · pith_short_8: H4HIN3KQ

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/H4HIN3KQGG6H3YNKFHM2AGLFCY \
  | 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: 3f0e86ed5031bc7de1aa29d9a019651616a212bc1b1e384aa24d1b3067fe5f8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa021230e1c3c8cb3e57cefbbc9195f409bbb7699af2476f66fd86ea06c5e6ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-14T23:14:43Z",
    "title_canon_sha256": "d938529a910a6e3900e1aaf7cf4db673f0a264991d2102a28641093a1a210911"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09842",
    "kind": "arxiv",
    "version": 1
  }
}