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Pith Number

pith:GAZBKR73

pith:2020:GAZBKR73VCLWPMCSIG5P2K3Q3O
not attested not anchored not stored refs pending

High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds

Leonel Rozo, No\'emie Jaquier

arxiv:2010.10904 v3 · 2020-10-21 · cs.LG · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GAZBKR73VCLWPMCSIG5P2K3Q3O}

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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.
Receipt and verification
First computed 2026-07-05T01:54:31.621898Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

30321547fba89767b05241bafd2b70db8b1b791debdc8914e607fddc76fc6a5c

Aliases

arxiv: 2010.10904 · arxiv_version: 2010.10904v3 · doi: 10.48550/arxiv.2010.10904 · pith_short_12: GAZBKR73VCLW · pith_short_16: GAZBKR73VCLWPMCS · pith_short_8: GAZBKR73
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GAZBKR73VCLWPMCSIG5P2K3Q3O \
  | 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: 30321547fba89767b05241bafd2b70db8b1b791debdc8914e607fddc76fc6a5c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b415d85119e5134b94e540618c64949d5b9d02107a08194adea9ff293c2c9701",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-21T11:24:11Z",
    "title_canon_sha256": "87bfa232859c4008b4ba8921fa14dbf4fa7ff32635cbfc6e75871fa1ed0d71bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.10904",
    "kind": "arxiv",
    "version": 3
  }
}