Pith Number

pith:CBDK2272

pith:2019:CBDK2272NVABQ7IZIEEV4HLHVI

not attested not anchored not stored refs pending

High Dimensional Bayesian Optimization via Supervised Dimension Reduction

Huiqi Li, Miao Zhang, Steven Su

arxiv:1907.08953 v1 · 2019-07-21 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CBDK2272NVABQ7IZIEEV4HLHVI}

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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

2 papers in Pith

Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization

Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces

Receipt and verification

First computed	2026-05-17T23:40:02.615937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1046ad6bfa6d40187d1941095e1d67aa04e04c0223c0b0c9fa4e898aa6ba0e98

Aliases

arxiv: 1907.08953 · arxiv_version: 1907.08953v1 · doi: 10.48550/arxiv.1907.08953 · pith_short_12: CBDK2272NVAB · pith_short_16: CBDK2272NVABQ7IZ · pith_short_8: CBDK2272

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/CBDK2272NVABQ7IZIEEV4HLHVI \
  | 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: 1046ad6bfa6d40187d1941095e1d67aa04e04c0223c0b0c9fa4e898aa6ba0e98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4fce63dcff00909e1fbb4fb9f8a2f9e49d4860d9f28dd80fe9ad1731b50c8d7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-21T10:31:23Z",
    "title_canon_sha256": "6ea859abf0c4de8adb0a6652fb374f4610aab10da4f54f8a716cafdabab9319f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.08953",
    "kind": "arxiv",
    "version": 1
  }
}