Pith Number

pith:LH6TSWU6

pith:2023:LH6TSWU6T4TM3U7VKDCBL6J2J4

not attested not anchored not stored refs pending

Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow

Alexander Goodall, Andrei Paleyes, Artem Artemev, Henry B. Moss, Hrvoje Stojic, Ivo Couckuyt, Jixiang Qing, Joel Berkeley, Khurram Ghani, Nasrulloh R. B. S Loka, Sattar Vakili, Sebastian W. Ober, Sergio Pascual-Diaz, Stratis Markou, Uri Granta, Victor Picheny

arxiv:2302.08436 v1 · 2023-02-16 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LH6TSWU6T4TM3U7VKDCBL6J2J4}

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

Frugal, Flexible, Faithful: Causal Data Simulation via Frengression

Receipt and verification

First computed	2026-07-05T05:42:38.174127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59fd395a9e9f26cdd3f550c415f93a4f3419636f441e6461fecc738d5384424f

Aliases

arxiv: 2302.08436 · arxiv_version: 2302.08436v1 · doi: 10.48550/arxiv.2302.08436 · pith_short_12: LH6TSWU6T4TM · pith_short_16: LH6TSWU6T4TM3U7V · pith_short_8: LH6TSWU6

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/LH6TSWU6T4TM3U7VKDCBL6J2J4 \
  | 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: 59fd395a9e9f26cdd3f550c415f93a4f3419636f441e6461fecc738d5384424f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16d7783487a7e76a7c444d8a48d68d6b44bace6c4d5f7574673f3d6863526e3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-02-16T17:21:49Z",
    "title_canon_sha256": "f46dc2c96b543bc1e5b969ab38bc2e1c77cdda84320a52a7da859f8f629ace3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08436",
    "kind": "arxiv",
    "version": 1
  }
}