Pith Number

pith:ZR5W77Z7

pith:2024:ZR5W77Z7DSBSIIBQ2YUC42572W

not attested not anchored not stored refs pending

Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review

Adam Hilbert, Aditya Rastogi, Ali Sunyaev, Florian Leiser, Inga Str\"umke, Luis M. Lopez-Ramos, Steven Hicks, Tobias Budig, Vince I. Madai

arxiv:2411.05874 v2 · 2024-11-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZR5W77Z7DSBSIIBQ2YUC42572W}

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

A Survey on Foundation Models for Personalized Federated Intelligence

Receipt and verification

First computed	2026-07-05T10:46:58.267031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc7b6fff3f1c83242030d6282e6bbfd5a9efde2cde875a1410c17b675a881bee

Aliases

arxiv: 2411.05874 · arxiv_version: 2411.05874v2 · doi: 10.48550/arxiv.2411.05874 · pith_short_12: ZR5W77Z7DSBS · pith_short_16: ZR5W77Z7DSBSIIBQ · pith_short_8: ZR5W77Z7

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/ZR5W77Z7DSBSIIBQ2YUC42572W \
  | 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: cc7b6fff3f1c83242030d6282e6bbfd5a9efde2cde875a1410c17b675a881bee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e05bba6c49a6f94c904f3be003e48179b3b03347232122f18d2532b739b3c96",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-07T22:44:35Z",
    "title_canon_sha256": "63c4e30b1e5278c4798e172dd78ecfe1a212a6376d8409127cc6ef71c2f703c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05874",
    "kind": "arxiv",
    "version": 2
  }
}