Pith Number

pith:L5TGWEVF

pith:2020:L5TGWEVF6G6TIX2JVDN5Z3JUQN

not attested not anchored not stored refs pending

Intermittent Pulling with Local Compensation for Communication-Efficient Federated Learning

Baoliu Ye, Haozhao Wang, Ruixuan Li, Song Guo, Xin Gao, Zhihao Qu

arxiv:2001.08277 v1 · 2020-01-22 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L5TGWEVF6G6TIX2JVDN5Z3JUQN}

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	2026-07-05T00:35:11.548617Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f666b12a5f1bd345f49a8dbdced3483797815e70d4a9444e8c2d97ff6ccccb5

Aliases

arxiv: 2001.08277 · arxiv_version: 2001.08277v1 · doi: 10.48550/arxiv.2001.08277 · pith_short_12: L5TGWEVF6G6T · pith_short_16: L5TGWEVF6G6TIX2J · pith_short_8: L5TGWEVF

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/L5TGWEVF6G6TIX2JVDN5Z3JUQN \
  | 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: 5f666b12a5f1bd345f49a8dbdced3483797815e70d4a9444e8c2d97ff6ccccb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a49208c052788cb0fab690212d60f169499b8a8a1614f17c148930181e781ebe",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-22T20:53:14Z",
    "title_canon_sha256": "e7ec72794e5c469c2ffbbb8693ee99df4870a297d9ce1cad5b4d9b6b0b2c76c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.08277",
    "kind": "arxiv",
    "version": 1
  }
}