Pith Number

pith:OL3CHLKA

pith:2025:OL3CHLKASK44REIDXO66XMRGAV

not attested not anchored not stored refs pending

Enhancing Parallelism in Decentralized Stochastic Convex Optimization

Kfir Y. Levy, Ofri Eisen, Ron Dorfman

arxiv:2506.00961 v1 · 2025-06-01 · cs.LG · 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{OL3CHLKASK44REIDXO66XMRGAV}

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	2026-07-05T11:13:43.627206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72f623ad4092b9c89103bbbdebb226055360c6c8927e4b81ba9d221d54e10ece

Aliases

arxiv: 2506.00961 · arxiv_version: 2506.00961v1 · doi: 10.48550/arxiv.2506.00961 · pith_short_12: OL3CHLKASK44 · pith_short_16: OL3CHLKASK44REID · pith_short_8: OL3CHLKA

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/OL3CHLKASK44REIDXO66XMRGAV \
  | 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: 72f623ad4092b9c89103bbbdebb226055360c6c8927e4b81ba9d221d54e10ece

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78e940418e3b791135f42cb4e9c7df316ae4adcfb9090fd58c46c12c50140183",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T11:17:32Z",
    "title_canon_sha256": "c6e4053b22ddc9ce59a33450ebb5633701b4bd112de754f701d1ba94299a18be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00961",
    "kind": "arxiv",
    "version": 1
  }
}