Pith Number

pith:JJYP34KY

pith:2024:JJYP34KYPHPP5N4MAVBWQCRMPD

not attested not anchored not stored refs pending

Inversion-based Latent Bayesian Optimization

Hyunwoo J. Kim, Jaewon Chu, Jinyoung Park, Seunghun Lee

arxiv:2411.05330 v1 · 2024-11-08 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJYP34KYPHPP5N4MAVBWQCRMPD}

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

Sample-Efficient Optimisation over the Outputs of Generative Models

Receipt and verification

First computed	2026-07-05T09:32:58.636371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a70fdf15879defeb78c0543680a2c78c1d737a9baff12a732cc7e17ce5fbf1c

Aliases

arxiv: 2411.05330 · arxiv_version: 2411.05330v1 · doi: 10.48550/arxiv.2411.05330 · pith_short_12: JJYP34KYPHPP · pith_short_16: JJYP34KYPHPP5N4M · pith_short_8: JJYP34KY

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/JJYP34KYPHPP5N4MAVBWQCRMPD \
  | 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: 4a70fdf15879defeb78c0543680a2c78c1d737a9baff12a732cc7e17ce5fbf1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea0700b8f6225382ee700624abf495b05489ba3a88e0f6a27cbd002240a1e38e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-08T05:06:47Z",
    "title_canon_sha256": "b374cef92f78989cbe00acb76674c6aed34e7e045bf652be6419dece20bc2061"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05330",
    "kind": "arxiv",
    "version": 1
  }
}