Pith Number

pith:4R4HS2XB

pith:2018:4R4HS2XBJMAGAKORJCX6BQJ67H

not attested not anchored not stored refs pending

Automated Machine Learning: From Principles to Practices

Huan Zhao, Lanning Wei, Quanming Yao, Yongqi Zhang, Zhenqian Shen

arxiv:1810.13306 v5 · 2018-10-31 · cs.AI · 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{4R4HS2XBJMAGAKORJCX6BQJ67H}

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

2 papers in Pith

LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)

Self-Directed Task Identification

Receipt and verification

First computed	2026-07-05T07:49:27.021590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e478796ae14b006029d148afe0c13ef9d3d1efd0522933206bd8d7adae1d964b

Aliases

arxiv: 1810.13306 · arxiv_version: 1810.13306v5 · doi: 10.48550/arxiv.1810.13306 · pith_short_12: 4R4HS2XBJMAG · pith_short_16: 4R4HS2XBJMAGAKOR · pith_short_8: 4R4HS2XB

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/4R4HS2XBJMAGAKORJCX6BQJ67H \
  | 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: e478796ae14b006029d148afe0c13ef9d3d1efd0522933206bd8d7adae1d964b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff98eb05f003dbf21a8e39a6f5ca0682b9d339fa675c506a170d6b5d1f33e062",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-10-31T14:35:38Z",
    "title_canon_sha256": "0e9058cd1477c8a7e9ba7f1b249f1856b9831605a84bbc5a2353b95113f42d3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.13306",
    "kind": "arxiv",
    "version": 5
  }
}