Pith Number

pith:HYFG7ESO

pith:2022:HYFG7ESO7E4EDONOIML5XIM3TC

not attested not anchored not stored refs pending

High Dimensional Bayesian Optimization with Kernel Principal Component Analysis

Carola Doerr, Elena Raponi, Hao Wang, Kirill Antonov

arxiv:2204.13753 v2 · 2022-04-28 · cs.LG · cs.NE · 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{HYFG7ESO7E4EDONOIML5XIM3TC}

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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

High-Dimensional Bayesian Optimisation with Large-Scale Constraints via Latent Space Gaussian Processes

Receipt and verification

First computed	2026-07-05T04:34:53.376666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e0a6f924ef93841b9ae4317dba19b989ed3965a5efc8a234419b8ee795a587c

Aliases

arxiv: 2204.13753 · arxiv_version: 2204.13753v2 · doi: 10.48550/arxiv.2204.13753 · pith_short_12: HYFG7ESO7E4E · pith_short_16: HYFG7ESO7E4EDONO · pith_short_8: HYFG7ESO

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/HYFG7ESO7E4EDONOIML5XIM3TC \
  | 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: 3e0a6f924ef93841b9ae4317dba19b989ed3965a5efc8a234419b8ee795a587c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be997af11c6ffa7742c061fb9a2c23d7f725cd85cd41996d45217c269fbdf4de",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-28T20:09:02Z",
    "title_canon_sha256": "853e7d1f3edf54c55eb1f63d06686543f86b16a7160b11a175aa814c807aba95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.13753",
    "kind": "arxiv",
    "version": 2
  }
}