Pith Number

pith:P2JG6OZJ

pith:2019:P2JG6OZJSY57Y5QS7HF3E6GDPR

not attested not anchored not stored refs pending

Deep Bayesian Optimization on Attributed Graphs

Bo Yang, Jiaxu Cui, Xia Hu

arxiv:1905.13403 v1 · 2019-05-31 · 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{P2JG6OZJSY57Y5QS7HF3E6GDPR}

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	2026-05-17T23:44:35.004711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e926f3b29963bfc7612f9cbb278c37c6caef5b5cf1803b81aad498399ed8001

Aliases

arxiv: 1905.13403 · arxiv_version: 1905.13403v1 · doi: 10.48550/arxiv.1905.13403 · pith_short_12: P2JG6OZJSY57 · pith_short_16: P2JG6OZJSY57Y5QS · pith_short_8: P2JG6OZJ

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/P2JG6OZJSY57Y5QS7HF3E6GDPR \
  | 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: 7e926f3b29963bfc7612f9cbb278c37c6caef5b5cf1803b81aad498399ed8001

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0e4bbe0b05fb5842a68ad40b162f6b43216a1e037da6c62cfe0a09a6d320924",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-31T03:55:47Z",
    "title_canon_sha256": "c68b5ec4082dc887e4ff1c63e86e77699889b6b4d51f84d56397f0e5a20f2ed5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13403",
    "kind": "arxiv",
    "version": 1
  }
}