Pith Number

pith:5HZLFV4F

pith:2019:5HZLFV4FBSVRKXJSRTG7ZG7J75

not attested not anchored not stored refs pending

Sample-Efficient Neural Architecture Search by Learning Action Space

Linnan Wang, Rodrigo Fonseca, Saining Xie, Teng Li, Yuandong Tian

arxiv:1906.06832 v2 · 2019-06-17 · cs.LG · cs.CV · 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{5HZLFV4FBSVRKXJSRTG7ZG7J75}

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

Monte Carlo Tree Search based Space Transfer for Black-box Optimization

Receipt and verification

First computed	2026-07-05T02:28:15.419284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9f2b2d7850cab155d328ccdfc9be9ff64529b468cb6d012e0b3dc61abee4d4f

Aliases

arxiv: 1906.06832 · arxiv_version: 1906.06832v2 · doi: 10.48550/arxiv.1906.06832 · pith_short_12: 5HZLFV4FBSVR · pith_short_16: 5HZLFV4FBSVRKXJS · pith_short_8: 5HZLFV4F

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/5HZLFV4FBSVRKXJSRTG7ZG7J75 \
  | 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: e9f2b2d7850cab155d328ccdfc9be9ff64529b468cb6d012e0b3dc61abee4d4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19ee8841a8ab7343e6c895e6575dfaefaf1b9513f5e921127573321ee31c27b5",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-17T03:50:25Z",
    "title_canon_sha256": "0796ee037002ca46905ad9dea2787393ea7d6f31dd0defb9fc59e7f0131a802f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.06832",
    "kind": "arxiv",
    "version": 2
  }
}