Pith Number

pith:T47CSOHH

pith:2024:T47CSOHHUKHCUENFI2OJVJBLRS

not attested not anchored not stored refs pending

A Selective Review on Statistical Methods for Massive Data Computation: Distributed Computing, Subsampling, and Minibatch Techniques

Danyang Huang, Feifei Wang, Hansheng Wang, Haobo Qi, Hong Chang, Jing Zhou, Ke Xu, Rui Pan, Shuyuan Wu, Xuening Zhu, Xuetong Li, Yingqiu Zhu, Yingying Ma, Yuan Gao

arxiv:2403.11163 v1 · 2024-03-17 · stat.ME · cs.LG · math.ST · stat.CO · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T47CSOHHUKHCUENFI2OJVJBLRS}

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	2026-07-05T08:11:23.624560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f3e2938e7a28e2a11a5469c9aa42b8c802a79697fe2e819994281418716d80d

Aliases

arxiv: 2403.11163 · arxiv_version: 2403.11163v1 · doi: 10.48550/arxiv.2403.11163 · pith_short_12: T47CSOHHUKHC · pith_short_16: T47CSOHHUKHCUENF · pith_short_8: T47CSOHH

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/T47CSOHHUKHCUENFI2OJVJBLRS \
  | 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: 9f3e2938e7a28e2a11a5469c9aa42b8c802a79697fe2e819994281418716d80d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfaa8dda8ba1213e1b9141214beda17cf6988884f50fcbd3ae2c290f6db01d43",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.CO",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-03-17T10:09:54Z",
    "title_canon_sha256": "74058c1f6347029bbb45fab32c39a2915beed37f30aa67c6b3af8aa6280d743c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11163",
    "kind": "arxiv",
    "version": 1
  }
}