Pith Number

pith:DAKESNGK

pith:2024:DAKESNGK5HYSVLXTPN6O6VGZJE

not attested not anchored not stored refs pending

A Continuous Relaxation for Discrete Bayesian Optimization

Jes Frellsen, Miguel Gonz\'alez-Duque, Richard Michael, Simon Bartels, S{\o}ren Hauberg, Wouter Boomsma, Yevgen Zainchkovskyy

arxiv:2404.17452 v1 · 2024-04-26 · cs.LG · 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{DAKESNGK5HYSVLXTPN6O6VGZJE}

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

ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems

Receipt and verification

First computed	2026-07-05T08:12:37.925912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18144934cae9f12aaef37b7cef54d949082dce0e7bbff9ce8e90901fe60ed6ea

Aliases

arxiv: 2404.17452 · arxiv_version: 2404.17452v1 · doi: 10.48550/arxiv.2404.17452 · pith_short_12: DAKESNGK5HYS · pith_short_16: DAKESNGK5HYSVLXT · pith_short_8: DAKESNGK

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/DAKESNGK5HYSVLXTPN6O6VGZJE \
  | 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: 18144934cae9f12aaef37b7cef54d949082dce0e7bbff9ce8e90901fe60ed6ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "614755cf83200d333b29efbb84fa82bfd1dccc98c32528a926662861775df653",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-26T14:47:40Z",
    "title_canon_sha256": "762f0409866af498db19f4cc811c6ee9a3355cdf409ca63c650620754cf0db2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.17452",
    "kind": "arxiv",
    "version": 1
  }
}