Pith Number

pith:VP35ACSS

pith:2022:VP35ACSSYRJQDDDM5NDVGYX5TS

not attested not anchored not stored refs pending

Information-theoretic Inducing Point Placement for High-throughput Bayesian Optimisation

Henry B. Moss, Sebastian W. Ober, Victor Picheny

arxiv:2206.02437 v2 · 2022-06-06 · 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{VP35ACSSYRJQDDDM5NDVGYX5TS}

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

Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces

Receipt and verification

First computed	2026-07-05T04:39:50.342200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abf7d00a52c453018c6ceb475362fd9c84ef7c7bc3e2c0cfca299447010cdbd9

Aliases

arxiv: 2206.02437 · arxiv_version: 2206.02437v2 · doi: 10.48550/arxiv.2206.02437 · pith_short_12: VP35ACSSYRJQ · pith_short_16: VP35ACSSYRJQDDDM · pith_short_8: VP35ACSS

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/VP35ACSSYRJQDDDM5NDVGYX5TS \
  | 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: abf7d00a52c453018c6ceb475362fd9c84ef7c7bc3e2c0cfca299447010cdbd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b1137fdae3b85863fd2c3e00d5172e5d762dfde551906b387f992537a4a20ad",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-06T08:56:56Z",
    "title_canon_sha256": "76d6baf88c16b4275048dda72e7be66d6b5c6587f11ab6292fba8217ff112f43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02437",
    "kind": "arxiv",
    "version": 2
  }
}