Pith Number

pith:YPVAXZDZ

pith:2025:YPVAXZDZHI5ABSTMNRKSSZQI7Q

not attested not anchored not stored refs pending

Adaptive Resampling with Bootstrap for Noisy Multi-Objective Optimization Problems

Daniel Horn, Mark Joachim Krallmann, Timo Budszuhn

arxiv:2503.21495 v2 · 2025-03-27 · 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{YPVAXZDZHI5ABSTMNRKSSZQI7Q}

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.

Receipt and verification

First computed	2026-07-05T10:53:16.581990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3ea0be4793a3a00ca6c6c55296608fc1a1a384f2b3874c06d0b72ff89b5a6d5

Aliases

arxiv: 2503.21495 · arxiv_version: 2503.21495v2 · doi: 10.48550/arxiv.2503.21495 · pith_short_12: YPVAXZDZHI5A · pith_short_16: YPVAXZDZHI5ABSTM · pith_short_8: YPVAXZDZ

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/YPVAXZDZHI5ABSTMNRKSSZQI7Q \
  | 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: c3ea0be4793a3a00ca6c6c55296608fc1a1a384f2b3874c06d0b72ff89b5a6d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "186de840364d86534bf5dbf2fd7963cf1e857845ec23ac5b54538c76f3ed6388",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-27T13:32:42Z",
    "title_canon_sha256": "55b323967a7cf4b23bfd90a2833106f5207a375c278404ef35e6eb39accdd461"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21495",
    "kind": "arxiv",
    "version": 2
  }
}