Pith Number

pith:HPYUZTS4

pith:2023:HPYUZTS4N4IOXEMPWOWBJOEAGJ

not attested not anchored not stored refs pending

Advancing Bayesian Optimization via Learning Correlated Latent Space

Hyunwoo J. Kim, Jaewon Chu, Juyeon Ko, Seunghun Lee, Sihyeon Kim

arxiv:2310.20258 v3 · 2023-10-31 · 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{HPYUZTS4N4IOXEMPWOWBJOEAGJ}

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

Towards best practices in low-dimensional semi-supervised latent Bayesian optimization for the design of antimicrobial peptides

Receipt and verification

First computed	2026-07-05T07:14:19.926024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3bf14cce5c6f10eb918fb3ac14b880327b5a940a59798c71fac5d3b293456aeb

Aliases

arxiv: 2310.20258 · arxiv_version: 2310.20258v3 · doi: 10.48550/arxiv.2310.20258 · pith_short_12: HPYUZTS4N4IO · pith_short_16: HPYUZTS4N4IOXEMP · pith_short_8: HPYUZTS4

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/HPYUZTS4N4IOXEMPWOWBJOEAGJ \
  | 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: 3bf14cce5c6f10eb918fb3ac14b880327b5a940a59798c71fac5d3b293456aeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "541d51c44c980e233a2f31d239ff1ab27ebf052f7ee04d44b6165051155759dc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-31T08:24:41Z",
    "title_canon_sha256": "49d9a7f160b8609d530bbaf9eed0c744c912b4bc6928638566ec208ab093b6fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20258",
    "kind": "arxiv",
    "version": 3
  }
}