Pith Number

pith:AGSUC75G

pith:2020:AGSUC75GIJSOG6XPFGKLNGLZ7A

not attested not anchored not stored refs pending

Federated Learning With Quantized Global Model Updates

Deniz Gunduz, H. Vincent Poor, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni

arxiv:2006.10672 v2 · 2020-06-18 · cs.IT · cs.DC · 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{AGSUC75GIJSOG6XPFGKLNGLZ7A}

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

2 papers in Pith

Quantization in Federated Learning: Methods, Challenges and Future Directions

Experimentally validated quantum-secure federated learning over a multi-user quantum network

Receipt and verification

First computed	2026-07-05T01:40:57.194716Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01a5417fa64264e37aef2994b69979f826561856e5eeac0b11da4663330ee56d

Aliases

arxiv: 2006.10672 · arxiv_version: 2006.10672v2 · doi: 10.48550/arxiv.2006.10672 · pith_short_12: AGSUC75GIJSO · pith_short_16: AGSUC75GIJSOG6XP · pith_short_8: AGSUC75G

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/AGSUC75GIJSOG6XPFGKLNGLZ7A \
  | 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: 01a5417fa64264e37aef2994b69979f826561856e5eeac0b11da4663330ee56d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca02d07c5e51ce42a642bde3ac11b806b437df9fc9a1d4d23277d756bb36d23c",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2020-06-18T16:55:20Z",
    "title_canon_sha256": "7c8d77161c7add031a4bf427b767537bbf5db24c9091b84b7170c210339f2334"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.10672",
    "kind": "arxiv",
    "version": 2
  }
}