Pith Number

pith:G2DEICEW

pith:2024:G2DEICEWHEUSYK5QKH6GFVMU7T

not attested not anchored not stored refs pending

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes

Alberto Huertas Celdr\'an, Enrique Tom\'as Mart\'inez Beltr\'an, G\'er\^ome Bovet, Gregorio Mart\'inez P\'erez, Miguel Fern\'andez Llamas, Pedro Miguel S\'anchez S\'anchez

arxiv:2412.11207 v1 · 2024-12-15 · cs.LG · cs.AI · cs.DC · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G2DEICEWHEUSYK5QKH6GFVMU7T}

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

Receipt and verification

First computed	2026-07-05T09:49:28.965199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

368644089639292c2bb051fc62d594fcef74dded11235d05e95d97ee9a60f299

Aliases

arxiv: 2412.11207 · arxiv_version: 2412.11207v1 · doi: 10.48550/arxiv.2412.11207 · pith_short_12: G2DEICEWHEUS · pith_short_16: G2DEICEWHEUSYK5Q · pith_short_8: G2DEICEW

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/G2DEICEWHEUSYK5QKH6GFVMU7T \
  | 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: 368644089639292c2bb051fc62d594fcef74dded11235d05e95d97ee9a60f299

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2693369ef7f78b4c75a5d51ff1e75de1723133b899abd4f883396a718721a953",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-15T14:49:29Z",
    "title_canon_sha256": "9095d671ba6a07bfc2b1524e9f108d352705df94e2df75641e92cd99c2966120"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11207",
    "kind": "arxiv",
    "version": 1
  }
}