Pith Number

pith:7CTQAHSJ

pith:2024:7CTQAHSJVTTCCU4KUT2M6G534V

not attested not anchored not stored refs pending

Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks

Edward Bergman, Frank Hutter, Neeratyoy Mallik, Shuhei Watanabe

arxiv:2403.01888 v3 · 2024-03-04 · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7CTQAHSJVTTCCU4KUT2M6G534V}

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

Tree-Structured Parzen Estimator Can Solve Black-Box Combinatorial Optimization More Efficiently

Receipt and verification

First computed	2026-07-05T08:56:17.583748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8a7001e49ace621538aa4f4cf1bbbe55adfd10a2be1bae95b87558862b37b05

Aliases

arxiv: 2403.01888 · arxiv_version: 2403.01888v3 · doi: 10.48550/arxiv.2403.01888 · pith_short_12: 7CTQAHSJVTTC · pith_short_16: 7CTQAHSJVTTCCU4K · pith_short_8: 7CTQAHSJ

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/7CTQAHSJVTTCCU4KUT2M6G534V \
  | 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: f8a7001e49ace621538aa4f4cf1bbbe55adfd10a2be1bae95b87558862b37b05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "332e81d010e75702f4e05f9a4dc2cfdafb92485dd68f662e1a8b2b22e23279fb",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-03-04T09:49:35Z",
    "title_canon_sha256": "bafe6a5584ea76187b580c4baae63dfffd7f4d626eb0d1673e0fe3260804d04e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01888",
    "kind": "arxiv",
    "version": 3
  }
}