Pith Number

pith:V5WJMBWN

pith:2023:V5WJMBWNTWCL35UGY5QMZQ75OI

not attested not anchored not stored refs pending

BOIS: Bayesian Optimization of Interconnected Systems

Leonardo D. Gonz\'alez, Victor M. Zavala

arxiv:2311.11254 v3 · 2023-11-19 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V5WJMBWNTWCL35UGY5QMZQ75OI}

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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.

Cited by

1 paper in Pith

On the Implementation of a Bayesian Optimization Framework for Interconnected Systems

Receipt and verification

First computed	2026-07-05T07:17:56.225458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af6c9606cd9d84bdf686c760ccc3fd720b249d5b45883e85f977abfb1428b197

Aliases

arxiv: 2311.11254 · arxiv_version: 2311.11254v3 · doi: 10.48550/arxiv.2311.11254 · pith_short_12: V5WJMBWNTWCL · pith_short_16: V5WJMBWNTWCL35UG · pith_short_8: V5WJMBWN

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/V5WJMBWNTWCL35UGY5QMZQ75OI \
  | 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: af6c9606cd9d84bdf686c760ccc3fd720b249d5b45883e85f977abfb1428b197

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c6698d4c0be44774034823c8eccb855f63db0739d3752de0e088a8b0952575e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-11-19T06:44:13Z",
    "title_canon_sha256": "328880d04ffb199bb347fcb4dbe55204be1f46fd8b71e1bd28b30a5607ff8487"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.11254",
    "kind": "arxiv",
    "version": 3
  }
}