Pith Number

pith:3CXBT2IG

pith:2022:3CXBT2IGISYB46XCZA4ONVC5AV

not attested not anchored not stored refs pending

Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices

Christos Louizos, Kartik Gupta, Marios Fournarakis, Markus Nagel, Matthias Reisser

arxiv:2206.10844 v1 · 2022-06-22 · cs.LG · 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{3CXBT2IGISYB46XCZA4ONVC5AV}

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	2026-07-05T04:33:56.309955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8ae19e90644b01e7ae2c838e6d45d0555cd604b33840e5d28dbe5a9ba63dea3

Aliases

arxiv: 2206.10844 · arxiv_version: 2206.10844v1 · doi: 10.48550/arxiv.2206.10844 · pith_short_12: 3CXBT2IGISYB · pith_short_16: 3CXBT2IGISYB46XC · pith_short_8: 3CXBT2IG

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/3CXBT2IGISYB46XCZA4ONVC5AV \
  | 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: d8ae19e90644b01e7ae2c838e6d45d0555cd604b33840e5d28dbe5a9ba63dea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3057760039f6e1eb67fe67276f5a103ff81b3cdc3dbead52c95ced7a757a9e56",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-22T05:11:44Z",
    "title_canon_sha256": "b4869b3f667cb4a829564a013698d3e72f43da9a75f7e3f7da299160533cc1eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.10844",
    "kind": "arxiv",
    "version": 1
  }
}