Pith Number

pith:U22XAHF5

pith:2022:U22XAHF55WRXFW3HJXZBHMKOOR

not attested not anchored not stored refs pending

Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis

Anja Jankovic, Carola Doerr, Carolin Benjamins, Elena Raponi, Koen van der Blom, Marius Lindauer

arxiv:2211.09678 v1 · 2022-11-17 · 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{U22XAHF55WRXFW3HJXZBHMKOOR}

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	2026-07-05T05:17:04.954264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6b5701cbdeda372db674df213b14e7466858b00756ec2752119430f6629d072

Aliases

arxiv: 2211.09678 · arxiv_version: 2211.09678v1 · doi: 10.48550/arxiv.2211.09678 · pith_short_12: U22XAHF55WRX · pith_short_16: U22XAHF55WRXFW3H · pith_short_8: U22XAHF5

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/U22XAHF55WRXFW3HJXZBHMKOOR \
  | 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: a6b5701cbdeda372db674df213b14e7466858b00756ec2752119430f6629d072

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19baa4df0a103fe7b139c5609e7c036dfba77244c059990373707307904c6210",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-17T17:15:04Z",
    "title_canon_sha256": "37211361e4ef9a85d9d5eded35a09d561520f88270a92e416e200b06406765eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09678",
    "kind": "arxiv",
    "version": 1
  }
}