Pith Number

pith:RFZH3QC2

pith:2024:RFZH3QC2M646VWP3CQXBFK4UBQ

not attested not anchored not stored refs pending

Robust Bayesian Optimization via Localized Online Conformal Prediction

Dongwon Kim, Joonhyuk Kang, Matteo Zecchin, Osvaldo Simeone, Sangwoo Park

arxiv:2411.17387 v2 · 2024-11-26 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RFZH3QC2M646VWP3CQXBFK4UBQ}

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	2026-07-05T10:42:14.029277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89727dc05a67b9ead9fb142e12ab940c19548e314213fa090d9f4fef79149f09

Aliases

arxiv: 2411.17387 · arxiv_version: 2411.17387v2 · doi: 10.48550/arxiv.2411.17387 · pith_short_12: RFZH3QC2M646 · pith_short_16: RFZH3QC2M646VWP3 · pith_short_8: RFZH3QC2

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/RFZH3QC2M646VWP3CQXBFK4UBQ \
  | 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: 89727dc05a67b9ead9fb142e12ab940c19548e314213fa090d9f4fef79149f09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef112c8c959e911c93d37c4feac5069064991512061caef8c39e62205f9c7e2b",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T12:45:54Z",
    "title_canon_sha256": "04bcf0c22967702c02b75ff326198042c6da055614139fe6b725ebe3be34634c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17387",
    "kind": "arxiv",
    "version": 2
  }
}