Pith Number

pith:GXNONYZP

pith:2021:GXNONYZPTB24MIE3K2VI3BXO5H

not attested not anchored not stored refs pending

Wireless Federated Learning with Limited Communication and Differential Privacy

Amir Sonee, Stefano Rini, Yu-Chih Huang

arxiv:2106.00564 v1 · 2021-06-01 · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GXNONYZPTB24MIE3K2VI3BXO5H}

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

Over-the-Air Federated Adaptive Data Analysis: Preserving Accuracy via Opportunistic Differential Privacy

Receipt and verification

First computed	2026-07-05T02:45:08.428867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35dae6e32f9875c6209b56aa8d86eee9c708742018bf21443c5cdce87104f444

Aliases

arxiv: 2106.00564 · arxiv_version: 2106.00564v1 · doi: 10.48550/arxiv.2106.00564 · pith_short_12: GXNONYZPTB24 · pith_short_16: GXNONYZPTB24MIE3 · pith_short_8: GXNONYZP

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/GXNONYZPTB24MIE3K2VI3BXO5H \
  | 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: 35dae6e32f9875c6209b56aa8d86eee9c708742018bf21443c5cdce87104f444

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddb4fa863b7ccd72c69ce7f99518d8d14a0648bbe68b6c7090df92fae8526f2f",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2021-06-01T15:23:12Z",
    "title_canon_sha256": "7873afff3fca0bf0d228e7df262c1c065dcb02bdb707fc215147aecdf04eaf6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.00564",
    "kind": "arxiv",
    "version": 1
  }
}