Pith Number

pith:CZKQKMQU

pith:2020:CZKQKMQUS7TMTTHNLPQ76RGZB6

not attested not anchored not stored refs pending

Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems

Choong Seon Hong, Eui-Nam Huh, Minh N. H. Nguyen, Nguyen H. Tran, Shashi Raj Pandey, Tri Nguyen Dang, Walid Saad

arxiv:2007.03278 v3 · 2020-07-07 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZKQKMQUS7TMTTHNLPQ76RGZB6}

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	2026-07-05T04:18:26.384054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

165505321497e6c9cced5be1ff44d90f81f29bd1e40a02d51e183485e54ea2af

Aliases

arxiv: 2007.03278 · arxiv_version: 2007.03278v3 · doi: 10.48550/arxiv.2007.03278 · pith_short_12: CZKQKMQUS7TM · pith_short_16: CZKQKMQUS7TMTTHN · pith_short_8: CZKQKMQU

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/CZKQKMQUS7TMTTHNLPQ76RGZB6 \
  | 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: 165505321497e6c9cced5be1ff44d90f81f29bd1e40a02d51e183485e54ea2af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "744b5e6caf8fa2fdd47964fb9014db51a7c25518c1806c347fabb657fcca3368",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-07T08:34:48Z",
    "title_canon_sha256": "28866c7e9451967f20e13fc3afb21e306cbedecb3deec7fa4b02e46de7b0696e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.03278",
    "kind": "arxiv",
    "version": 3
  }
}