Pith Number

pith:AIGS3ZYA

pith:2024:AIGS3ZYAMZOEE3VLW47RTA7SID

not attested not anchored not stored refs pending

Overcoming the Challenges of Batch Normalization in Federated Learning

Fran\c{c}ois Taiani, Geovani Rizk, John Stephan, Rachid Guerraoui, Rafael Pinot

arxiv:2405.14670 v1 · 2024-05-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AIGS3ZYAMZOEE3VLW47RTA7SID}

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	2026-07-05T08:22:26.460887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

020d2de700665c426eabb73f1983f240dfcbaa8a0fde73dbe66b5e5d0bbea2d3

Aliases

arxiv: 2405.14670 · arxiv_version: 2405.14670v1 · doi: 10.48550/arxiv.2405.14670 · pith_short_12: AIGS3ZYAMZOE · pith_short_16: AIGS3ZYAMZOEE3VL · pith_short_8: AIGS3ZYA

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/AIGS3ZYAMZOEE3VLW47RTA7SID \
  | 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: 020d2de700665c426eabb73f1983f240dfcbaa8a0fde73dbe66b5e5d0bbea2d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebedb2a64c15f74b68887fa90b6dc86c0a9488bd429db04df82553ab40025a6c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-23T15:07:21Z",
    "title_canon_sha256": "d0a71e46fcb23fa104c14d3a6f46b2e7baef40e7d2bfab54da89cbfbcf85fe70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14670",
    "kind": "arxiv",
    "version": 1
  }
}