Pith Number

pith:YAJH26TW

pith:2024:YAJH26TWW3SVQDI4BEODJKZZGQ

not attested not anchored not stored refs pending

VOPy: A Framework for Black-box Vector Optimization

\c{C}a\u{g}{\i}n Ararat, Cem Tekin, Efe Mert Karag\"ozl\"u, \.Ilter Onat Korkmaz, Ya\c{s}ar Cahit Y{\i}ld{\i}r{\i}m

arxiv:2412.06604 v1 · 2024-12-09 · cs.LG · stat.AP · 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{YAJH26TWW3SVQDI4BEODJKZZGQ}

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	2026-07-05T09:46:34.822600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0127d7a76b6e5580d1c091c34ab393400633ff51f850b19e3d10ca74ef99c66

Aliases

arxiv: 2412.06604 · arxiv_version: 2412.06604v1 · doi: 10.48550/arxiv.2412.06604 · pith_short_12: YAJH26TWW3SV · pith_short_16: YAJH26TWW3SVQDI4 · pith_short_8: YAJH26TW

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/YAJH26TWW3SVQDI4BEODJKZZGQ \
  | 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: c0127d7a76b6e5580d1c091c34ab393400633ff51f850b19e3d10ca74ef99c66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c70bc7f86392cd1b790fec9d489ca622e928b34a4255bc97c95435338bf8ec35",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T15:53:02Z",
    "title_canon_sha256": "f259f051554e95073c98bdb79ca2c6c9f4505319a7acc6abde11a79865ab5830"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06604",
    "kind": "arxiv",
    "version": 1
  }
}