Pith Number

pith:B62M5YXR

pith:2025:B62M5YXRT3M7HDZ5KNTUJHZGNE

not attested not anchored not stored refs pending

Federated Learning on Stochastic Neural Networks

(2) Division of Computer Science, Feng Bao (1), Florida, Jingqiao Tang (1), Mathematics, Oak Ridge, Oak Ridge National Laboratory, Richard Archibald (2) ((1) Department of Mathematics at Florida State University, Ryan Bausback (1), Tallahassee, Tennessee, USA, USA)

arxiv:2506.08169 v1 · 2025-06-09 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B62M5YXRT3M7HDZ5KNTUJHZGNE}

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	2026-07-05T11:18:45.787553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fb4cee2f19ed9f38f3d5367449f266934e6337a3c55a0f79c3bfc7a7268de43

Aliases

arxiv: 2506.08169 · arxiv_version: 2506.08169v1 · doi: 10.48550/arxiv.2506.08169 · pith_short_12: B62M5YXRT3M7 · pith_short_16: B62M5YXRT3M7HDZ5 · pith_short_8: B62M5YXR

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/B62M5YXRT3M7HDZ5KNTUJHZGNE \
  | 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: 0fb4cee2f19ed9f38f3d5367449f266934e6337a3c55a0f79c3bfc7a7268de43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86b8e2b740e10ec7c1f23757bf54b4485bdfc9964e7e6a92ddc408b4bf25ff06",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T19:28:39Z",
    "title_canon_sha256": "132eb44f52f0fae60312ae14ac1e1512095eb495b31c364e3274a25ff1056bcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08169",
    "kind": "arxiv",
    "version": 1
  }
}