Pith Number

pith:IF72ZS3Z

pith:2024:IF72ZS3ZP64CYJ6MO3SZIMZ365

not attested not anchored not stored refs pending

Personalized Interpretation on Federated Learning: A Virtual Concepts approach

Guodong Long, Jing Jiang, Michael Blumenstein, Peng Yan

arxiv:2406.19631 v1 · 2024-06-28 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IF72ZS3ZP64CYJ6MO3SZIMZ365}

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	2026-07-05T08:37:42.728985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

417faccb797fb82c27cc76e594333bf753406cf11a0f31fcfcadc22cc31f13a0

Aliases

arxiv: 2406.19631 · arxiv_version: 2406.19631v1 · doi: 10.48550/arxiv.2406.19631 · pith_short_12: IF72ZS3ZP64C · pith_short_16: IF72ZS3ZP64CYJ6M · pith_short_8: IF72ZS3Z

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/IF72ZS3ZP64CYJ6MO3SZIMZ365 \
  | 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: 417faccb797fb82c27cc76e594333bf753406cf11a0f31fcfcadc22cc31f13a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21396e59365bb8402975187ae725a0b8631f485a8b20f83b9ddc21f4dc608af9",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-28T03:39:45Z",
    "title_canon_sha256": "62feaadd00579a417c13102c4c408060602d72cf4af12a7bcc97b8dd5bacb528"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19631",
    "kind": "arxiv",
    "version": 1
  }
}