Pith Number

pith:G6PKQT4R

pith:2025:G6PKQT4RC7YI53UZZ3JXITDOZA

not attested not anchored not stored refs pending

Uniform-in-time weak propagation of chaos for consensus-based optimization

Erhan Bayraktar, Hongyi Zhou, Ibrahim Ekren

arxiv:2502.00582 v1 · 2025-02-01 · math.OC · cs.LG · math.PR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6PKQT4RC7YI53UZZ3JXITDOZA}

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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

4 papers in Pith

A comparison principle for Wasserstein PDEs with state- and law-dependent common noise

A derivative-free particle method for optimization in Hilbert spaces

Uniform-in-time propagation of chaos for Second-Order Consensus-Based Optimization

Receipt and verification

First computed	2026-07-05T10:08:35.733081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

379ea84f9117f08eee99ced3744c6ec8363ad8d380281935ab29cafe18072788

Aliases

arxiv: 2502.00582 · arxiv_version: 2502.00582v1 · doi: 10.48550/arxiv.2502.00582 · pith_short_12: G6PKQT4RC7YI · pith_short_16: G6PKQT4RC7YI53UZ · pith_short_8: G6PKQT4R

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/G6PKQT4RC7YI53UZZ3JXITDOZA \
  | 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: 379ea84f9117f08eee99ced3744c6ec8363ad8d380281935ab29cafe18072788

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8dfdcd1e2ce1b4334924f0fca81809b454a58a8ec31018cc84780ffb03214c3",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-02-01T22:38:10Z",
    "title_canon_sha256": "b1696a92d2f0a3b1150e876fdee59770d0c6a8e9e19815b206866daacd32a46f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00582",
    "kind": "arxiv",
    "version": 1
  }
}