Pith Number

pith:RO3SLMZH

pith:2022:RO3SLMZHD2ZLPERAIOGDGKFUFW

not attested not anchored not stored refs pending

Federated Learning with a Sampling Algorithm under Isoperimetry

Adil Salim, Lukang Sun, Peter Richt\'arik

arxiv:2206.00920 v2 · 2022-06-02 · 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{RO3SLMZHD2ZLPERAIOGDGKFUFW}

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	2026-07-05T04:29:35.204580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8bb725b3271eb2b79220438c3328b42db42e3fbfa54c92ac46f3c009f1984a16

Aliases

arxiv: 2206.00920 · arxiv_version: 2206.00920v2 · doi: 10.48550/arxiv.2206.00920 · pith_short_12: RO3SLMZHD2ZL · pith_short_16: RO3SLMZHD2ZLPERA · pith_short_8: RO3SLMZH

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/RO3SLMZHD2ZLPERAIOGDGKFUFW \
  | 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: 8bb725b3271eb2b79220438c3328b42db42e3fbfa54c92ac46f3c009f1984a16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a55bd86b3e821ed5feaef421db11dace8b137dc6daa6424fdd81264255cc1e6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-02T08:19:03Z",
    "title_canon_sha256": "a2e4698174330ad4ebea1d093b2cff4e9d11d2f4ed94ee77bff305cdc93f6de3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00920",
    "kind": "arxiv",
    "version": 2
  }
}