Pith Number

pith:3PRAAASY

pith:2024:3PRAAASYSJ3AW4WQLSVOJJOLTD

not attested not anchored not stored refs pending

CB$^2$O: Consensus-Based Bi-Level Optimization

Konstantin Riedl, Nicol\'as Garc\'ia Trillos, Sixu Li, Yuhua Zhu

arxiv:2411.13394 v2 · 2024-11-20 · math.OC · math.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3PRAAASYSJ3AW4WQLSVOJJOLTD}

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

Convergence of Consensus-Based Particle Methods for Nonconvex Bi-Level Optimization

Receipt and verification

First computed	2026-07-05T11:01:02.506586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbe200025892760b72d05caae4a5cb98cf1ac01e3e17eb7c560f419fe9614320

Aliases

arxiv: 2411.13394 · arxiv_version: 2411.13394v2 · doi: 10.48550/arxiv.2411.13394 · pith_short_12: 3PRAAASYSJ3A · pith_short_16: 3PRAAASYSJ3AW4WQ · pith_short_8: 3PRAAASY

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/3PRAAASYSJ3AW4WQLSVOJJOLTD \
  | 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: dbe200025892760b72d05caae4a5cb98cf1ac01e3e17eb7c560f419fe9614320

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c866d6c77544886f28440475bc9fc2e7073774e059d911b18ff026dc71d2fc93",
    "cross_cats_sorted": [
      "math.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-11-20T15:29:53Z",
    "title_canon_sha256": "967b2e965c8a789f6e29783b744fe8d1c5e8a382f015cf291af0be35a98421d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13394",
    "kind": "arxiv",
    "version": 2
  }
}