Pith Number

pith:WRZCPLT6

pith:2018:WRZCPLT6B3CILQBCG3YTLPENIU

not attested not anchored not stored refs pending

Introducing Noise in Decentralized Training of Neural Networks

Linara Adilova, Nathalie Paul, Peter Schlicht

arxiv:1809.10678 v1 · 2018-09-27 · 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{WRZCPLT6B3CILQBCG3YTLPENIU}

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	2026-05-18T00:04:35.286186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b47227ae7e0ec485c02236f135bc8d452be372fb05874598d33f37e949cba1b0

Aliases

arxiv: 1809.10678 · arxiv_version: 1809.10678v1 · doi: 10.48550/arxiv.1809.10678 · pith_short_12: WRZCPLT6B3CI · pith_short_16: WRZCPLT6B3CILQBC · pith_short_8: WRZCPLT6

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/WRZCPLT6B3CILQBCG3YTLPENIU \
  | 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: b47227ae7e0ec485c02236f135bc8d452be372fb05874598d33f37e949cba1b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b60b413217d3cee8ce4fb1e08013eb8f289fea1103fe3d769bf163fa6654e99c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-27T09:45:38Z",
    "title_canon_sha256": "4d85cd5214f0d16ebfc957f5a5d64afaf0fe5e37df9124d90cf5ccbcc67ceb24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.10678",
    "kind": "arxiv",
    "version": 1
  }
}