Pith Number

pith:4OYK7DJB

pith:2015:4OYK7DJB33P3CYRBGH6XHAROX3

not attested not anchored not stored refs pending

GLASSES: Relieving The Myopia Of Bayesian Optimisation

Javier Gonz\'alez, Michael Osborne, Neil D. Lawrence

arxiv:1510.06299 v1 · 2015-10-21 · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4OYK7DJB33P3CYRBGH6XHAROX3}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T01:29:37.300636Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3b0af8d21dedfb1622131fd73822ebee6aada30a9e481108017b0ed56da771f

Aliases

arxiv: 1510.06299 · arxiv_version: 1510.06299v1 · doi: 10.48550/arxiv.1510.06299 · pith_short_12: 4OYK7DJB33P3 · pith_short_16: 4OYK7DJB33P3CYRB · pith_short_8: 4OYK7DJB

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/4OYK7DJB33P3CYRBGH6XHAROX3 \
  | 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: e3b0af8d21dedfb1622131fd73822ebee6aada30a9e481108017b0ed56da771f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f346ad8017abcd0eeaa52c9203f00cfef2ed6380d0b8bdfb81b58ec2f74431c5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-10-21T15:30:17Z",
    "title_canon_sha256": "74f56e729e1ea8774459e50239278a4fc6715e15a04fdd14d90702c23257b26d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1510.06299",
    "kind": "arxiv",
    "version": 1
  }
}