Pith Number

pith:FQAALEMA

pith:2020:FQAALEMA2KV6Q2X3E3LNLJ2LJV

not attested not anchored not stored refs pending

Scalable Constrained Bayesian Optimization

David Eriksson, Matthias Poloczek

arxiv:2002.08526 v3 · 2020-02-20 · cs.LG · cs.AI · 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{FQAALEMA2KV6Q2X3E3LNLJ2LJV}

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

High-Dimensional Bayesian Optimization Using Both Random and Supervised Embeddings

Receipt and verification

First computed	2026-07-05T02:18:51.001438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c00059180d2abe86afb26d6d5a74b4d4f3bf09a47ea1c06a866c98d02d0d4a1

Aliases

arxiv: 2002.08526 · arxiv_version: 2002.08526v3 · doi: 10.48550/arxiv.2002.08526 · pith_short_12: FQAALEMA2KV6 · pith_short_16: FQAALEMA2KV6Q2X3 · pith_short_8: FQAALEMA

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/FQAALEMA2KV6Q2X3E3LNLJ2LJV \
  | 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: 2c00059180d2abe86afb26d6d5a74b4d4f3bf09a47ea1c06a866c98d02d0d4a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8953904689713c79adbe685504c85d859110820ceb3244067ecef03c9584822",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-20T01:48:46Z",
    "title_canon_sha256": "637cbb2fbf0eac2ed2f47b66184a2de01328c2230c498a0b1cb82d83c720d0d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.08526",
    "kind": "arxiv",
    "version": 3
  }
}