Pith Number

pith:WBE6SGVB

pith:2024:WBE6SGVBC22DKP2K6OZE4EDB4Z

not attested not anchored not stored refs pending

Moco: A Learnable Meta Optimizer for Combinatorial Optimization

Daniela Thyssens, Lars Schmidt-Thieme, Maximilian Stubbemann, S\"oren Dittrich, Tim Dernedde

arxiv:2402.04915 v3 · 2024-02-07 · 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{WBE6SGVBC22DKP2K6OZE4EDB4Z}

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	2026-07-05T12:04:26.277126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b049e91aa116b4353f4af3b24e1061e66ebe36f6536de34dbcecda10757bae23

Aliases

arxiv: 2402.04915 · arxiv_version: 2402.04915v3 · doi: 10.48550/arxiv.2402.04915 · pith_short_12: WBE6SGVBC22D · pith_short_16: WBE6SGVBC22DKP2K · pith_short_8: WBE6SGVB

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/WBE6SGVBC22DKP2K6OZE4EDB4Z \
  | 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: b049e91aa116b4353f4af3b24e1061e66ebe36f6536de34dbcecda10757bae23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2782cf545cffc6e59c19cad9742dc24c4ae497211463df7be0a9462605de617c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-07T14:41:17Z",
    "title_canon_sha256": "ec883737e0fe8590c8c194ab23683d91104727c7fddc4a50d612b7e0320c25fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04915",
    "kind": "arxiv",
    "version": 3
  }
}