Pith Number

pith:MZVRKBT4

pith:2023:MZVRKBT4CVKM6N6ZR6X34FLOCN

not attested not anchored not stored refs pending

Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning

Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis, Mohamed Badi

arxiv:2312.14638 v1 · 2023-12-22 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MZVRKBT4CVKM6N6ZR6X34FLOCN}

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	2026-07-05T07:27:18.125625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

666b15067c1554cf37d98fafbe156e1346c8ae37264bd66581366549b9e7bd4e

Aliases

arxiv: 2312.14638 · arxiv_version: 2312.14638v1 · doi: 10.48550/arxiv.2312.14638 · pith_short_12: MZVRKBT4CVKM · pith_short_16: MZVRKBT4CVKM6N6Z · pith_short_8: MZVRKBT4

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/MZVRKBT4CVKM6N6ZR6X34FLOCN \
  | 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: 666b15067c1554cf37d98fafbe156e1346c8ae37264bd66581366549b9e7bd4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20bbc56784088c1afa301b1623d469772b5eaf4b4ac3df51f77b23bf372dd604",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-22T12:15:52Z",
    "title_canon_sha256": "5b16d7b029e4b6d8a66da003f82f2bb0f7e7fd0f050364b49acc89715dda178b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14638",
    "kind": "arxiv",
    "version": 1
  }
}