Pith Number

pith:TJSFHEVL

pith:2018:TJSFHEVL3B2AQARFT5WMVITMIO

not attested not anchored not stored refs pending

Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems

Jonathan How, Kian Hsiang Low, Quang Minh Hoang, Trong Nghia Hoang

arxiv:1805.09266 v2 · 2018-05-23 · cs.LG · cs.DC · 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{TJSFHEVL3B2AQARFT5WMVITMIO}

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	2026-05-18T00:01:01.815024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a645392abd8740802259f6ccaa26c43aa3ed6da0388ed2220dea6f8939fd734

Aliases

arxiv: 1805.09266 · arxiv_version: 1805.09266v2 · doi: 10.48550/arxiv.1805.09266 · pith_short_12: TJSFHEVL3B2A · pith_short_16: TJSFHEVL3B2AQARF · pith_short_8: TJSFHEVL

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/TJSFHEVL3B2AQARFT5WMVITMIO \
  | 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: 9a645392abd8740802259f6ccaa26c43aa3ed6da0388ed2220dea6f8939fd734

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3d93c0c24f3d91ad8722a2f28946324cc84252db3308c9eacc596d743520ed6",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-23T16:26:41Z",
    "title_canon_sha256": "eddb8ca3aeabcaaafc33df4da85e28fe78d9940e3582297f86c10b787b0af294"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.09266",
    "kind": "arxiv",
    "version": 2
  }
}