Pith Number

pith:236MV2UC

pith:2024:236MV2UC7ARHAGQAYRH2WPOWD2

not attested not anchored not stored refs pending

Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization

Hongshu Guo, Jiacheng Chen, Yue-Jiao Gong, Zeyuan Ma

arxiv:2408.10672 v3 · 2024-08-20 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{236MV2UC7ARHAGQAYRH2WPOWD2}

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.

Cited by

1 paper in Pith

ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:39:46.080231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6fccaea82f822701a00c44fab3dd61e8c92c8063e892ffe697550f404454b31

Aliases

arxiv: 2408.10672 · arxiv_version: 2408.10672v3 · doi: 10.48550/arxiv.2408.10672 · pith_short_12: 236MV2UC7ARH · pith_short_16: 236MV2UC7ARHAGQA · pith_short_8: 236MV2UC

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/236MV2UC7ARHAGQAYRH2WPOWD2 \
  | 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: d6fccaea82f822701a00c44fab3dd61e8c92c8063e892ffe697550f404454b31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d55146ed5fa196ead1e3db35a537a1f58d6617ac51e7dcde63bd84f55d28171",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-20T09:17:11Z",
    "title_canon_sha256": "e29bbd3c55fe596f9820b827f209186e927c290c0fc1ab43dad01ac890101624"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.10672",
    "kind": "arxiv",
    "version": 3
  }
}