Pith Number

pith:JJ3HEK7J

pith:2024:JJ3HEK7JOHQO7EXRVOO3XPZLLR

not attested not anchored not stored refs pending

High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces

Quoc-Anh Hoang Nguyen, The Hung Tran

arxiv:2412.16554 v1 · 2024-12-21 · 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{JJ3HEK7JOHQO7EXRVOO3XPZLLR}

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	2026-07-05T09:52:49.455010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a76722be971e0ef92f1ab9dbbbf2b5c7771b692fa764ba60af9bd5b48dce5cf

Aliases

arxiv: 2412.16554 · arxiv_version: 2412.16554v1 · doi: 10.48550/arxiv.2412.16554 · pith_short_12: JJ3HEK7JOHQO · pith_short_16: JJ3HEK7JOHQO7EXR · pith_short_8: JJ3HEK7J

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/JJ3HEK7JOHQO7EXRVOO3XPZLLR \
  | 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: 4a76722be971e0ef92f1ab9dbbbf2b5c7771b692fa764ba60af9bd5b48dce5cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8ef381a26b19d03a94246c8e65b384701184b2d15e2fadbc4fb698f8b8eb365",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-21T09:41:24Z",
    "title_canon_sha256": "7c52f824240254fc12a66b3a2e37d93c8bbce03f2294625d1bcba6b0b893c05d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16554",
    "kind": "arxiv",
    "version": 1
  }
}