Pith Number

pith:NLZQ7VPS

pith:2024:NLZQ7VPSR6Y77W6BBGFHP7QOZF

not attested not anchored not stored refs pending

Probabilistic Conformal Prediction with Approximate Conditional Validity

Alexander Fishkov, Eric Moulines, Maxim Panov, Mohsen Guizani, Vincent Plassier

arxiv:2407.01794 v2 · 2024-07-01 · stat.ML · cs.LG · math.PR · math.ST · stat.ME · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NLZQ7VPSR6Y77W6BBGFHP7QOZF}

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

3 papers in Pith

A Post-Processing Conformal Prediction Approach for Conditional Coverage via Pivotal Scores

CLAPS: Aleatoric-Epistemic Scaling via Last-Layer Laplace for Conformal Regression

A Kernel Nonconformity Score for Multivariate Conformal Prediction

Receipt and verification

First computed	2026-07-05T09:17:44.966695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6af30fd5f28fb1ffdbc1098a77fe0ec96c9dba296ae4e91a807a9bd2b5c4933d

Aliases

arxiv: 2407.01794 · arxiv_version: 2407.01794v2 · doi: 10.48550/arxiv.2407.01794 · pith_short_12: NLZQ7VPSR6Y7 · pith_short_16: NLZQ7VPSR6Y77W6B · pith_short_8: NLZQ7VPS

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/NLZQ7VPSR6Y77W6BBGFHP7QOZF \
  | 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: 6af30fd5f28fb1ffdbc1098a77fe0ec96c9dba296ae4e91a807a9bd2b5c4933d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36079adf7d5ccd92dd8034432ac6b31d2c92a57cfb0c6fc3401f4a781748e999",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR",
      "math.ST",
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-01T20:44:48Z",
    "title_canon_sha256": "7d5927737613b959a7f0e912d42c2ed122983275cf3a5e0fcf94ba34f6470cd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01794",
    "kind": "arxiv",
    "version": 2
  }
}