Pith Number

pith:23CLDP7I

pith:2017:23CLDP7I2OZYQ5XVQNKKL4KAPL

not attested not anchored not stored refs pending

Decentralized High-Dimensional Bayesian Optimization with Factor Graphs

Kian Hsiang Low, Quang Minh Hoang, Ruofei Ouyang, Trong Nghia Hoang

arxiv:1711.07033 v3 · 2017-11-19 · stat.ML · cs.DC · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{23CLDP7I2OZYQ5XVQNKKL4KAPL}

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	2026-05-18T00:25:11.291566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6c4b1bfe8d3b38876f58354a5f1407aec25ff506caa14843661a21aa4994f8c

Aliases

arxiv: 1711.07033 · arxiv_version: 1711.07033v3 · doi: 10.48550/arxiv.1711.07033 · pith_short_12: 23CLDP7I2OZY · pith_short_16: 23CLDP7I2OZYQ5XV · pith_short_8: 23CLDP7I

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/23CLDP7I2OZYQ5XVQNKKL4KAPL \
  | 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: d6c4b1bfe8d3b38876f58354a5f1407aec25ff506caa14843661a21aa4994f8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70119c6bb614efb22695e61ab93029a4296e73c6d5f50c70f1e790c07d2d0e96",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-19T15:45:53Z",
    "title_canon_sha256": "f0ba08d196d62befc86ce94a383de7c7d0d3ab3f3c74e21685e2884198c42cef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.07033",
    "kind": "arxiv",
    "version": 3
  }
}