Pith Number

pith:PGG72OZC

pith:2021:PGG72OZCOUCSIXTYGEON3HLYG3

not attested not anchored not stored refs pending

EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning

Amit Portnoy, Gal Mendelson, Michael Mitzenmacher, Ran Ben Basat, Shay Vargaftik, Yaniv Ben-Itzhak

arxiv:2108.08842 v3 · 2021-08-19 · cs.LG · cs.AI · cs.DS · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PGG72OZCOUCSIXTYGEON3HLYG3}

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

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

Receipt and verification

First computed	2026-07-05T04:31:57.179965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

798dfd3b227505245e78311cdd9d7836da10b8217a2599087d9bdd15bf17ee46

Aliases

arxiv: 2108.08842 · arxiv_version: 2108.08842v3 · doi: 10.48550/arxiv.2108.08842 · pith_short_12: PGG72OZCOUCS · pith_short_16: PGG72OZCOUCSIXTY · pith_short_8: PGG72OZC

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/PGG72OZCOUCSIXTYGEON3HLYG3 \
  | 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: 798dfd3b227505245e78311cdd9d7836da10b8217a2599087d9bdd15bf17ee46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bf5542be2058ca67221e519612512f924d8864a9e1871102a65c72c80b308ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DS",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-19T17:59:21Z",
    "title_canon_sha256": "48974315bc7ec9546015bdec330775110f6435e05e04677b16a6a5cdb6560c1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.08842",
    "kind": "arxiv",
    "version": 3
  }
}