Pith Number

pith:RDS5Z7BK

pith:2024:RDS5Z7BKU2MHNVXQ7M7ME2GXCF

not attested not anchored not stored refs pending

Length Optimization in Conformal Prediction

George Pappas, Hamed Hassani, Shayan Kiyani

arxiv:2406.18814 v3 · 2024-06-27 · stat.ML · cs.AI · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RDS5Z7BKU2MHNVXQ7M7ME2GXCF}

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

4 papers in Pith

Empirical Bayes Conformal Prediction for Vision and Language Models

Conformal prediction after data-dependent model selection

Statistical-Symbolic Verification of Perception-Based Autonomous Systems using State-Dependent Conformal Prediction

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T09:47:31.541811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88e5dcfc2aa69876d6f0fb3ec268d7114550777f556975efbcd69e9b2a10e9ee

Aliases

arxiv: 2406.18814 · arxiv_version: 2406.18814v3 · doi: 10.48550/arxiv.2406.18814 · pith_short_12: RDS5Z7BKU2MH · pith_short_16: RDS5Z7BKU2MHNVXQ · pith_short_8: RDS5Z7BK

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/RDS5Z7BKU2MHNVXQ7M7ME2GXCF \
  | 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: 88e5dcfc2aa69876d6f0fb3ec268d7114550777f556975efbcd69e9b2a10e9ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4be777a6f99982a27c2e8fb856019e00acd6c150b7574e25d5bc8ab6db330bd2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-06-27T01:08:04Z",
    "title_canon_sha256": "96e6bc1425a442d0131b2cce99ba1bc17cae7c2703e61d94d6e00075f26de301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18814",
    "kind": "arxiv",
    "version": 3
  }
}