Pith Number

pith:MHF2JGH5

pith:2021:MHF2JGH5VM2UYANPCTYI5GLTX2

not attested not anchored not stored refs pending

Online Calibrated and Conformal Prediction Improves Bayesian Optimization

Charles Marx, Shachi Deshpande, Volodymyr Kuleshov

arxiv:2112.04620 v5 · 2021-12-08 · 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{MHF2JGH5VM2UYANPCTYI5GLTX2}

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

Dynamic Estimation Loss Control in Variational Quantum Sensing via Online Conformal Inference

Receipt and verification

First computed	2026-07-05T08:36:40.360733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61cba498fdab354c01af14f08e9973be97e7a41b06de94de14e0af74fd414379

Aliases

arxiv: 2112.04620 · arxiv_version: 2112.04620v5 · doi: 10.48550/arxiv.2112.04620 · pith_short_12: MHF2JGH5VM2U · pith_short_16: MHF2JGH5VM2UYANP · pith_short_8: MHF2JGH5

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/MHF2JGH5VM2UYANPCTYI5GLTX2 \
  | 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: 61cba498fdab354c01af14f08e9973be97e7a41b06de94de14e0af74fd414379

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3a392f01ba58a849694e83fb40da23ee4b11960a7c68bb5602a17d20a815fbf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-08T23:26:23Z",
    "title_canon_sha256": "67b759a4bb76d3d3adf60128c6fee7a0d5fc2aef106c90900ab22e8adc923625"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.04620",
    "kind": "arxiv",
    "version": 5
  }
}