Pith Number

pith:TEFTEPFW

pith:2026:TEFTEPFW2KMJ7FE3QXJ4WWVREW

not attested not anchored not stored refs pending

FedA2L: Adaptive layer-wise learning rate adjustment in decentralized federated learning

Khoa Nguyen, Taehong Kim, Van Truong Vo

arxiv:2608.09208 v1 · 2026-08-10 · cs.LG · cs.AI · cs.CV · 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{TEFTEPFW2KMJ7FE3QXJ4WWVREW}

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	2026-08-11T02:22:05.367956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

990b323cb6d2989f949b85d3cb5ab1259ceec7d1f8f394955cc806e2ae98ee80

Aliases

arxiv: 2608.09208 · arxiv_version: 2608.09208v1 · doi: 10.48550/arxiv.2608.09208 · pith_short_12: TEFTEPFW2KMJ · pith_short_16: TEFTEPFW2KMJ7FE3 · pith_short_8: TEFTEPFW

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/TEFTEPFW2KMJ7FE3QXJ4WWVREW \
  | 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: 990b323cb6d2989f949b85d3cb5ab1259ceec7d1f8f394955cc806e2ae98ee80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7165935e93d380b15802d830b6cb3143b3d4282011d93b2a965b9566127ccbc9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-10T07:27:21Z",
    "title_canon_sha256": "d8e9eac349c6358c2434f647628ad24ec88c0b4ebbec5c13dadcd30d6d546441"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.09208",
    "kind": "arxiv",
    "version": 1
  }
}