Pith Number

pith:ZVLJYMHT

pith:2021:ZVLJYMHTHY36GRCT7JMVXLQUTW

not attested not anchored not stored refs pending

Layer-wise and Dimension-wise Locally Adaptive Federated Learning

Belhal Karimi, Ping Li, Xiaoyun Li

arxiv:2110.00532 v3 · 2021-10-01 · 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{ZVLJYMHTHY36GRCT7JMVXLQUTW}

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.

Cited by

1 paper in Pith

Rethinking the Personalized Relaxed Initialization in the Federated Learning: Consistency and Generalization

Receipt and verification

First computed	2026-07-05T04:34:13.422656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd569c30f33e37e34453fa595bae149d96938c962cbc9a8cb1c2af47da5f48c6

Aliases

arxiv: 2110.00532 · arxiv_version: 2110.00532v3 · doi: 10.48550/arxiv.2110.00532 · pith_short_12: ZVLJYMHTHY36 · pith_short_16: ZVLJYMHTHY36GRCT · pith_short_8: ZVLJYMHT

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/ZVLJYMHTHY36GRCT7JMVXLQUTW \
  | 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: cd569c30f33e37e34453fa595bae149d96938c962cbc9a8cb1c2af47da5f48c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "235d279cb9e588be17527a80edcf7a03b01741b1164e17ea36a19c6f9aad401a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-01T16:54:31Z",
    "title_canon_sha256": "6276abfd7ff6c196e2d5b9a6727ecce6f52cc8503985da59a9632e0b8f6e3df7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.00532",
    "kind": "arxiv",
    "version": 3
  }
}