Pith Number

pith:XXKDHO2D

pith:2025:XXKDHO2DQMARBF2GQZLWMTJ3Y5

not attested not anchored not stored refs pending

On Using Large-Batches in Federated Learning

Sahil Tyagi

arxiv:2509.10537 v1 · 2025-09-05 · cs.LG · cs.AI · 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{XXKDHO2DQMARBF2GQZLWMTJ3Y5}

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	2026-07-05T12:11:22.901720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdd433bb4383011097468657664d3bc769cfaf65ce1c5b98ce56107c224b61df

Aliases

arxiv: 2509.10537 · arxiv_version: 2509.10537v1 · doi: 10.48550/arxiv.2509.10537 · pith_short_12: XXKDHO2DQMAR · pith_short_16: XXKDHO2DQMARBF2G · pith_short_8: XXKDHO2D

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/XXKDHO2DQMARBF2GQZLWMTJ3Y5 \
  | 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: bdd433bb4383011097468657664d3bc769cfaf65ce1c5b98ce56107c224b61df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d340851fa781d19df24cf19e28415897085fbf91024d1bf15c3ca984aaefddd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-05T17:31:50Z",
    "title_canon_sha256": "580d0c0a5d276c82583af1d08b78d21debbc911b83556eb47fbaed3103f076c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10537",
    "kind": "arxiv",
    "version": 1
  }
}