Pith Number

pith:DC3UQHAP

pith:2022:DC3UQHAPWSUQB2JKHNEKN2A6M7

not attested not anchored not stored refs pending

Robust Collaborative Learning with Linear Gradient Overhead

John Stephan, L\^e Nguy\^en Hoang, Nirupam Gupta, Rachid Guerraoui, Rafael Pinot, Sadegh Farhadkhani

arxiv:2209.10931 v2 · 2022-09-22 · 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{DC3UQHAPWSUQB2JKHNEKN2A6M7}

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

Protocol Learning, Decentralized Frontier Risk and the No-Off Problem

Receipt and verification

First computed	2026-07-05T06:17:01.606348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18b7481c0fb4a900e92a3b48a6e81e67fd60cbe909f08ef5c416002d63991324

Aliases

arxiv: 2209.10931 · arxiv_version: 2209.10931v2 · doi: 10.48550/arxiv.2209.10931 · pith_short_12: DC3UQHAPWSUQ · pith_short_16: DC3UQHAPWSUQB2JK · pith_short_8: DC3UQHAP

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/DC3UQHAPWSUQB2JKHNEKN2A6M7 \
  | 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: 18b7481c0fb4a900e92a3b48a6e81e67fd60cbe909f08ef5c416002d63991324

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "871a9fb8c7ae2b6014caff86a29bfbdb17b44204d1d99562a80acf793b6fae80",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-22T11:26:25Z",
    "title_canon_sha256": "793172f28ea3e2d58df78b2abdc7d7bbde21b4925a92acf6a7949db9b6b0cefc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.10931",
    "kind": "arxiv",
    "version": 2
  }
}