Pith Number

pith:56QSEFEZ

pith:2019:56QSEFEZS54ISGRCP2SQIS47D5

not attested not anchored not stored refs pending

Bayesian Optimization for Multi-objective Optimization and Multi-point Search

Hideitsu Hino, Takashi Wada

arxiv:1905.02370 v1 · 2019-05-07 · 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{56QSEFEZS54ISGRCP2SQIS47D5}

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.

Receipt and verification

First computed	2026-05-17T23:46:51.665183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efa12214999778891a227ea5044b9f1f5f392406b020a07f49551b4d03ae9de0

Aliases

arxiv: 1905.02370 · arxiv_version: 1905.02370v1 · doi: 10.48550/arxiv.1905.02370 · pith_short_12: 56QSEFEZS54I · pith_short_16: 56QSEFEZS54ISGRC · pith_short_8: 56QSEFEZ

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/56QSEFEZS54ISGRCP2SQIS47D5 \
  | 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: efa12214999778891a227ea5044b9f1f5f392406b020a07f49551b4d03ae9de0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8f700a7c2d6029a6a2b2eeef06cc3096e14b3885dbb199ca1485e89cb864da1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-07T06:27:27Z",
    "title_canon_sha256": "d10bfbdfb98236711191563f29c3ce11913a67ff3d6baa4c13066b88c449f497"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.02370",
    "kind": "arxiv",
    "version": 1
  }
}