Pith Number

pith:O3ZLKGY7

pith:2024:O3ZLKGY7U5KRDXIMFR3YOG5NMR

not attested not anchored not stored refs pending

Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function

Elissa Mhanna, Mohamad Assaad

arxiv:2410.05942 v1 · 2024-10-08 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O3ZLKGY7U5KRDXIMFR3YOG5NMR}

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	2026-07-05T09:17:53.402603Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76f2b51b1fa75511dd0c2c77871bad6440b87364fa864e2f4629c456357cd623

Aliases

arxiv: 2410.05942 · arxiv_version: 2410.05942v1 · doi: 10.48550/arxiv.2410.05942 · pith_short_12: O3ZLKGY7U5KR · pith_short_16: O3ZLKGY7U5KRDXIM · pith_short_8: O3ZLKGY7

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/O3ZLKGY7U5KRDXIMFR3YOG5NMR \
  | 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: 76f2b51b1fa75511dd0c2c77871bad6440b87364fa864e2f4629c456357cd623

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e7b5d1d83dae74223a5f65c6c3f7dc6001ac89b790ef4edf4830d6594effa15",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T11:45:45Z",
    "title_canon_sha256": "517d541303659619013c435b841c42a82106b30ae2f3ad96a43e1c2f33d11a28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05942",
    "kind": "arxiv",
    "version": 1
  }
}