Pith Number

pith:RDGLKM2P

pith:2024:RDGLKM2PF42GEIRETNMC5JY4LN

not attested not anchored not stored refs pending

Navigating in High-Dimensional Search Space: A Hierarchical Bayesian Optimization Approach

Eiko Yoneki, Taiyi Wang, Wenxuan Li

arxiv:2410.23148 v6 · 2024-10-30 · 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{RDGLKM2PF42GEIRETNMC5JY4LN}

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

Bayesian Optimization in Linear Time

Receipt and verification

First computed	2026-07-05T10:43:40.619738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88ccb5334f2f346222249b582ea71c5b52b22f522517af522c1cc163ba4b8a1b

Aliases

arxiv: 2410.23148 · arxiv_version: 2410.23148v6 · doi: 10.48550/arxiv.2410.23148 · pith_short_12: RDGLKM2PF42G · pith_short_16: RDGLKM2PF42GEIRE · pith_short_8: RDGLKM2P

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/RDGLKM2PF42GEIRETNMC5JY4LN \
  | 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: 88ccb5334f2f346222249b582ea71c5b52b22f522517af522c1cc163ba4b8a1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d6499f85efe0ce4da824b61720f03956f8d6398fdf34a06a2a2d25b240bf8b9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T16:04:16Z",
    "title_canon_sha256": "0acb343d4cbef45c54574ccaa3e967a8428c416769aca1820e3c513950502870"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23148",
    "kind": "arxiv",
    "version": 6
  }
}