Pith Number

pith:OVPWUNKD

pith:2024:OVPWUNKDHLSSP7WSOWIBKGTS33

not attested not anchored not stored refs pending

Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation

Aaqib Saeed, Nirvana Meratnia, Tanir Ozcelebi, Vasileios Tsouvalas

arxiv:2401.14211 v3 · 2024-01-25 · 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{OVPWUNKDHLSSP7WSOWIBKGTS33}

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	2026-07-05T07:48:52.080765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

755f6a35433ae527fed27590151a72dec92e4bf562404952416f300515dd4d5e

Aliases

arxiv: 2401.14211 · arxiv_version: 2401.14211v3 · doi: 10.48550/arxiv.2401.14211 · pith_short_12: OVPWUNKDHLSS · pith_short_16: OVPWUNKDHLSSP7WS · pith_short_8: OVPWUNKD

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/OVPWUNKDHLSSP7WSOWIBKGTS33 \
  | 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: 755f6a35433ae527fed27590151a72dec92e4bf562404952416f300515dd4d5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35a9ee415d6f5593649ba29d53533c807638c9a32f47d3cb5e1df6f2b893d019",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-25T14:49:15Z",
    "title_canon_sha256": "a0314d4d57c1d920807522bb7b153032540ab1946c72eb5f987957761b208475"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14211",
    "kind": "arxiv",
    "version": 3
  }
}