Pith Number

pith:NGYWZDMO

pith:2026:NGYWZDMOUJP4K2YDPSRP6ZR2LF

not attested not anchored not stored refs pending

Optimized Federated Knowledge Distillation with Distributed Neural Architecture Search

Chaimaa Medjadji, Feras M. Awaysheh, Guilain Leduc, Sadi Alawadi, Sylvain Kubler, Yves Le Traon

arxiv:2605.21322 v1 · 2026-05-20 · 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{NGYWZDMOUJP4K2YDPSRP6ZR2LF}

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	2026-05-21T02:05:29.134260Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69b16c8d8ea25fc56b037ca2ff663a597823f3c7a6651fbdcfaaf61b83a92c93

Aliases

arxiv: 2605.21322 · arxiv_version: 2605.21322v1 · doi: 10.48550/arxiv.2605.21322 · pith_short_12: NGYWZDMOUJP4 · pith_short_16: NGYWZDMOUJP4K2YD · pith_short_8: NGYWZDMO

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/NGYWZDMOUJP4K2YDPSRP6ZR2LF \
  | 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: 69b16c8d8ea25fc56b037ca2ff663a597823f3c7a6651fbdcfaaf61b83a92c93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0204a87a6bcdab226d1a222dd53cbd60736e4f4d77b7d9b2952ef48d6b462d55",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-20T15:50:49Z",
    "title_canon_sha256": "2d617f31f078208a39c5df47ca2ac3ab681af1e9e0e84ce0cacce345c6217b7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21322",
    "kind": "arxiv",
    "version": 1
  }
}