Pith Number

pith:B3P7UIWJ

pith:2019:B3P7UIWJVYJJRV2XHHZ6GEQGOZ

not attested not anchored not stored refs pending

Automated Machine Learning with Monte-Carlo Tree Search

Herilalaina Rakotoarison, Marc Schoenauer, Mich\`ele Sebag

arxiv:1906.00170 v2 · 2019-06-01 · 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{B3P7UIWJVYJJRV2XHHZ6GEQGOZ}

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

Public Machine Learning Solver Framework for Novices in the Machine Learning Domain

Receipt and verification

First computed	2026-07-05T00:10:14.839015Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0edffa22c9ae1298d75739f3e312067668c0175f7b41b17f86707db824fd9672

Aliases

arxiv: 1906.00170 · arxiv_version: 1906.00170v2 · doi: 10.48550/arxiv.1906.00170 · pith_short_12: B3P7UIWJVYJJ · pith_short_16: B3P7UIWJVYJJRV2X · pith_short_8: B3P7UIWJ

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/B3P7UIWJVYJJRV2XHHZ6GEQGOZ \
  | 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: 0edffa22c9ae1298d75739f3e312067668c0175f7b41b17f86707db824fd9672

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5107dab9208986aa9b65ab5698cd4797689292e081ef72f38ae8d292aef406cb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-01T07:19:18Z",
    "title_canon_sha256": "de346cf3313fd464a8fabc32e780ee209685108e6c54a792d39268a68d4c6f1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00170",
    "kind": "arxiv",
    "version": 2
  }
}