Pith Number

pith:5FPGHFIH

pith:2021:5FPGHFIHARRSUDGIWYAL3TL7DB

not attested not anchored not stored refs pending

IFedAvg: Interpretable Data-Interoperability for Federated Learning

David Roschewitz, Luca Corinzia, Martin Jaggi, Mary-Anne Hartley

arxiv:2107.06580 v1 · 2021-07-14 · 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{5FPGHFIHARRSUDGIWYAL3TL7DB}

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	2026-07-05T02:57:59.570669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e95e63950704632a0cc8b600bdcd7f187eed88bf2240fc4ec9f380c4f18aedb7

Aliases

arxiv: 2107.06580 · arxiv_version: 2107.06580v1 · doi: 10.48550/arxiv.2107.06580 · pith_short_12: 5FPGHFIHARRS · pith_short_16: 5FPGHFIHARRSUDGI · pith_short_8: 5FPGHFIH

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/5FPGHFIHARRSUDGIWYAL3TL7DB \
  | 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: e95e63950704632a0cc8b600bdcd7f187eed88bf2240fc4ec9f380c4f18aedb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "332bdadc35f244d781324ebef39a0b7b5bc9f3da1803217ecc4808355edd32a4",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-14T09:54:00Z",
    "title_canon_sha256": "35f619d434e55dffd60ab8b68d863e1523eefc0b9ff78387f3a5213cccce3774"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.06580",
    "kind": "arxiv",
    "version": 1
  }
}